Tutorial 12: nMDS and PERMANOVA

ENVX2001 – Applied Statistical Methods

Published

Semester 1

1 PERMANOVA, SIMPER and nMDS Analysis

We are going to use the same dataset as last tutorial, but do very different analyses.

1.1 Setup

To do these in R, you need to use the vegan package, so first load it and the MASS package:

library(vegan)
library(MASS)
library(ggplot2)

1.2 Load the data

Next load the bird data:

Birds <- read.csv("data/macnally.csv", header = TRUE)

1.3 Transform the data

Let’s transform the data using a fourth-root transformation:

TransBirdsData <- (Birds[, 3:104])^(1/4)

1.4 Bray-Curtis Dissimilarity Matrix

Now let’s generate a Bray-Curtis dissimilarity matrix on this data and perform a nMDS. Note this data has already been standardised.

Bird.dis <- vegdist(TransBirdsData, method = "bray")

1.5 nMDS Ordination

Let’s plot the nMDS and label with Habitat Type:

pchs <- c(0:5)
Bird_Factor <- factor(Birds$HABITAT)
nMDS_Bird <- metaMDS(TransBirdsData, distance = "bray", k = 2)
Run 0 stress 0.1112209 
Run 1 stress 0.1112209 
... Procrustes: rmse 2.378988e-05  max resid 0.0001124603 
... Similar to previous best
Run 2 stress 0.1112209 
... Procrustes: rmse 9.96519e-06  max resid 4.122183e-05 
... Similar to previous best
Run 3 stress 0.1268505 
Run 4 stress 0.1112209 
... Procrustes: rmse 3.758145e-05  max resid 0.0001780056 
... Similar to previous best
Run 5 stress 0.1417702 
Run 6 stress 0.1112209 
... Procrustes: rmse 4.312368e-05  max resid 0.0002048902 
... Similar to previous best
Run 7 stress 0.111221 
... Procrustes: rmse 0.0001033651  max resid 0.0004882732 
... Similar to previous best
Run 8 stress 0.1112209 
... Procrustes: rmse 2.339721e-05  max resid 0.000103012 
... Similar to previous best
Run 9 stress 0.1417215 
Run 10 stress 0.1112209 
... Procrustes: rmse 3.180471e-06  max resid 1.386164e-05 
... Similar to previous best
Run 11 stress 0.1112209 
... Procrustes: rmse 5.780775e-06  max resid 2.582454e-05 
... Similar to previous best
Run 12 stress 0.1181205 
Run 13 stress 0.1627193 
Run 14 stress 0.1112209 
... Procrustes: rmse 1.680034e-05  max resid 7.951508e-05 
... Similar to previous best
Run 15 stress 0.1112209 
... Procrustes: rmse 1.63033e-05  max resid 7.724869e-05 
... Similar to previous best
Run 16 stress 0.1145319 
Run 17 stress 0.1112209 
... Procrustes: rmse 3.321037e-05  max resid 0.0001568831 
... Similar to previous best
Run 18 stress 0.1415031 
Run 19 stress 0.1112209 
... Procrustes: rmse 1.625044e-05  max resid 7.894352e-05 
... Similar to previous best
Run 20 stress 0.1389817 
*** Best solution repeated 12 times
plot_Bird <- ordiplot(nMDS_Bird, display = "sites", type = "n")
points(nMDS_Bird, col = "black", pch = pchs[Bird_Factor])
legend("topright", bty = "n", legend = levels(Bird_Factor), pch = pchs)

nMDS_Bird

Call:
metaMDS(comm = TransBirdsData, distance = "bray", k = 2) 

global Multidimensional Scaling using monoMDS

Data:     TransBirdsData 
Distance: bray 

Dimensions: 2 
Stress:     0.1112209 
Stress type 1, weak ties
Best solution was repeated 12 times in 20 tries
The best solution was from try 0 (metric scaling or null solution)
Scaling: centring, PC rotation, halfchange scaling 
Species: expanded scores based on 'TransBirdsData' 

1.6 ANOSIM

Let’s do an ANOSIM, using Habitat as the Factor:

Bird.anosim <- with(TransBirdsData, anosim(Bird.dis, Birds$HABITAT))
summary(Bird.anosim)

Call:
anosim(x = Bird.dis, grouping = Birds$HABITAT) 
Dissimilarity: bray 

ANOSIM statistic R: 0.3936 
      Significance: 0.001 

Permutation: free
Number of permutations: 999

Upper quantiles of permutations (null model):
  90%   95% 97.5%   99% 
0.135 0.179 0.223 0.264 

Dissimilarity ranks between and within classes:
             0%    25%   50%    75% 100%   N
Between       1 224.25 380.5 520.25  665 500
Box-Ironbark  6  22.50  29.5  45.50   78   6
Foothills Wo 10  47.00  54.0  71.50  145   6
Gippsland Ma 51  72.25  90.0  95.00  130   6
Mixed         4 124.00 220.5 410.25  666 136
Montane Fore  3  17.75  54.5  87.50   97   6
River Red Gu 12  33.75  96.5 179.50  227   6

1.7 PERMANOVA

Let’s do a PERMANOVA, with HABITAT as a factor. PERMANOVA is called adonis in the vegan package. Note adonis is being replaced by adonis2, which is basically the same.

adonis2(TransBirdsData ~ HABITAT, data = Birds, permutations = 999)
Permutation test for adonis under reduced model
Permutation: free
Number of permutations: 999

adonis2(formula = TransBirdsData ~ HABITAT, data = Birds, permutations = 999)
         Df SumOfSqs      R2      F Pr(>F)    
Model     5   2.2749 0.50098 6.2245  0.001 ***
Residual 31   2.2660 0.49902                  
Total    36   4.5409 1.00000                  
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

1.8 Pairwise Comparisons

If we find an overall significant p-value, we need to see which level is significant from which other level. Here we can do pairwise tests (a bit like post-hoc tests in ANOVAs), with the p-value adjusted with a Bonferroni correction.

To do the pairwise tests, there is a new R command on GitHub. Note the first time you do this, you need to first install Rtools from here.

library(devtools)
install_github("pmartinezarbizu/pairwiseAdonis/pairwiseAdonis")
library(pairwiseAdonis)
pairwise.adonis(TransBirdsData, Birds$HABITAT)

1.9 SIMPER Analysis

To see what species are contributing to the differences between the vegetation communities, we can use a SIMPER analysis (Similarity Percentages):

Birdsim <- simper(TransBirdsData, Birds$HABITAT)
summary(Birdsim)

Contrast: Mixed_Gippsland Ma 

          average       sd    ratio      ava      avb cumsum     p    
V17WPHE  0.019779 0.011557 1.711400 0.602000 2.247700  0.040 0.001 ***
V34WSW   0.018979 0.007112 2.668500 0.247500 1.856000  0.079 0.001 ***
V11CR    0.016850 0.007496 2.247800 1.443400 0.000000  0.114 0.001 ***
V6WTTR   0.015456 0.006359 2.430500 1.325800 0.000000  0.145 0.001 ***
V15STTH  0.014940 0.009012 1.657800 1.475400 0.323400  0.176 0.002 ** 
V25WAG   0.013966 0.005802 2.407300 0.205100 1.376000  0.204 0.001 ***
V27NHHE  0.012769 0.008435 1.513800 0.689200 1.646300  0.231 0.029 *  
V3GF     0.012483 0.008488 1.470700 1.569300 0.646500  0.256 0.002 ** 
V4BTH    0.011472 0.009944 1.153700 1.946400 1.184200  0.280 0.096 .  
V36YFHE  0.010708 0.008006 1.337500 1.121400 1.243700  0.302 0.100 .  
V42SIL   0.010651 0.008608 1.237400 0.952800 0.420400  0.323 0.021 *  
V13RWB   0.010585 0.007337 1.442700 1.080500 1.922100  0.345 0.133    
V33RWH   0.010302 0.006859 1.501900 1.318700 0.579800  0.366 0.026 *  
V5GWH    0.010203 0.008334 1.224100 1.325200 0.674800  0.387 0.004 ** 
V16LR    0.009557 0.008123 1.176500 0.852900 1.184900  0.407 0.117    
V65LWB   0.009521 0.009391 1.013900 0.258700 0.741500  0.426 0.038 *  
V21ESP   0.009484 0.007739 1.225400 1.236300 0.644000  0.445 0.139    
V23RBFT  0.009142 0.006803 1.343900 0.990600 0.937700  0.464 0.241    
V63DWS   0.008333 0.007483 1.113600 0.313100 0.724800  0.481 0.021 *  
V35STP   0.008318 0.007536 1.103700 0.700100 0.993200  0.498 0.356    
V7WEHE   0.008195 0.007490 1.094100 1.252500 1.241500  0.515 0.140    
V91NMIN  0.008158 0.007918 1.030300 0.103300 0.719700  0.532 0.025 *  
V19ER    0.007905 0.006671 1.184900 0.816000 1.308600  0.548 0.394    
V29CST   0.007715 0.005456 1.414100 0.548200 1.059100  0.564 0.075 .  
V56FTC   0.007610 0.006779 1.122500 0.948600 0.615700  0.579 0.105    
V14AUR   0.007440 0.007024 1.059200 0.893600 0.962100  0.594 0.169    
V81SHBC  0.007124 0.006361 1.120000 0.641600 0.271900  0.609 0.108    
V28VS    0.007070 0.008926 0.792000 0.599300 0.000000  0.624 0.926    
V12LK    0.006733 0.005709 1.179300 1.372500 0.801000  0.637 0.011 *  
V80RF    0.006689 0.007273 0.919800 0.568000 0.000000  0.651 0.251    
V50CHE   0.006645 0.008280 0.802400 0.580200 0.000000  0.664 0.355    
V46BHHE  0.006634 0.006911 0.959900 0.491200 0.307900  0.678 0.960    
V9SFW    0.006024 0.006604 0.912200 1.384400 1.734700  0.690 0.373    
V48YTBC  0.005842 0.007167 0.815200 0.511500 0.000000  0.702 0.383    
V41SPP   0.005728 0.005620 1.019200 1.058800 1.200500  0.714 0.716    
V8WNHE   0.005294 0.006131 0.863400 1.588600 1.843200  0.725 0.820    
V24BFCS  0.005165 0.005210 0.991300 0.751600 1.112500  0.736 0.535    
V37WHIP  0.005130 0.007087 0.723800 0.441900 0.000000  0.746 0.522    
V83SFC   0.005026 0.007077 0.710200 0.424600 0.000000  0.756 0.700    
V43GCU   0.004955 0.006908 0.717300 0.423100 0.000000  0.766 0.966    
V32SCC   0.004898 0.010846 0.451600 0.441300 0.000000  0.776 0.798    
V20PCU   0.004806 0.006607 0.727400 0.411800 0.000000  0.786 0.948    
V38GAL   0.004767 0.007107 0.670700 0.178700 0.323400  0.796 0.564    
V87LFC   0.004719 0.006574 0.717800 0.224900 0.289600  0.806 0.141    
V10WBSW  0.004538 0.005738 0.791000 1.426000 1.760400  0.815 0.998    
V2EYR    0.004523 0.005813 0.778100 1.285300 1.599500  0.824 0.890    
V53MB    0.004509 0.006393 0.705200 0.224200 0.250000  0.833 0.444    
V31AMAG  0.004040 0.007500 0.538600 0.370900 0.000000  0.842 0.770    
V55LHE   0.004024 0.006359 0.632900 0.354900 0.000000  0.850 0.512    
V45MGLK  0.003945 0.005906 0.668000 0.142600 0.271900  0.858 0.505    
V69SKF   0.003692 0.005819 0.634500 0.334500 0.000000  0.866 0.953    
V70RSL   0.003469 0.005750 0.603200 0.094600 0.236400  0.873 0.676    
V49LYRE  0.003229 0.005942 0.543500 0.268000 0.000000  0.879 0.683    
V85ROSE  0.002816 0.005168 0.545000 0.239700 0.000000  0.885 0.466    
V39FHE   0.002732 0.007692 0.355200 0.248500 0.000000  0.891 0.848    
V68PIL   0.002684 0.005897 0.455200 0.232900 0.000000  0.896 0.677    
V44MUSK  0.002563 0.007101 0.361000 0.236300 0.000000  0.901 0.757    
V98FLAME 0.002557 0.005598 0.456700 0.220500 0.000000  0.907 0.691    
V51OWH   0.002408 0.005315 0.453100 0.211500 0.000000  0.911 0.401    
V1GST    0.002323 0.001704 1.363300 1.466600 1.493300  0.916 0.327    
V22SCR   0.002318 0.005111 0.453500 0.210400 0.000000  0.921 0.999    
V52TRM   0.002247 0.006427 0.349700 0.202800 0.000000  0.926 0.692    
V47RFC   0.002229 0.004899 0.455000 0.214300 0.000000  0.930 0.866    
V30BTR   0.002214 0.006274 0.352900 0.200700 0.000000  0.935 0.942    
V58OBO   0.002124 0.004652 0.456500 0.198800 0.000000  0.939 0.987    
V26WWCH  0.002007 0.005550 0.361500 0.180300 0.000000  0.943 1.000    
V77RRP   0.001900 0.005290 0.359200 0.174100 0.000000  0.947 0.202    
V76GBB   0.001874 0.004111 0.455800 0.166700 0.000000  0.951 0.593    
V18YTH   0.001726 0.004872 0.354300 0.171800 0.000000  0.954 1.000    
V86BCOO  0.001595 0.004421 0.360800 0.142300 0.000000  0.958 0.587    
V67GGC   0.001558 0.004376 0.356000 0.135400 0.000000  0.961 0.780    
V64BELL  0.001553 0.006272 0.247500 0.127500 0.000000  0.964 0.421    
V62RBTR  0.001522 0.004260 0.357300 0.127400 0.000000  0.967 0.587    
V57PINK  0.001480 0.004113 0.359800 0.127300 0.000000  0.970 0.409    
V92NFB   0.001412 0.003904 0.361800 0.141400 0.000000  0.973 0.595    
V97PCL   0.001237 0.004997 0.247500 0.102200 0.000000  0.976 0.095 .  
V40BRTH  0.001151 0.004652 0.247400 0.088800 0.000000  0.978 0.995    
V78LLOR  0.001038 0.004191 0.247800 0.106900 0.000000  0.980 0.119    
V60LFB   0.000929 0.003754 0.247500 0.076800 0.000000  0.982 0.946    
V84YRTH  0.000851 0.003434 0.247700 0.082700 0.000000  0.984 0.609    
V89PCOO  0.000836 0.003378 0.247500 0.069100 0.000000  0.985 0.095 .  
V54STHR  0.000766 0.003093 0.247700 0.073200 0.000000  0.987 0.827    
V66CBW   0.000735 0.002968 0.247500 0.058800 0.000000  0.989 0.875    
V79YTHE  0.000733 0.002957 0.247800 0.075400 0.000000  0.990 0.654    
V96DF    0.000688 0.002777 0.247800 0.070800 0.000000  0.991 0.763    
V82AZKF  0.000680 0.002747 0.247500 0.053800 0.000000  0.993 0.102    
V100WBWS 0.000643 0.002594 0.247800 0.066200 0.000000  0.994 0.119    
V93DB    0.000634 0.002557 0.247700 0.061600 0.000000  0.995 0.927    
V102KING 0.000608 0.002454 0.247600 0.053800 0.000000  0.997 0.422    
V90WTG   0.000572 0.002311 0.247700 0.055600 0.000000  0.998 0.957    
V71PDOV  0.000540 0.002181 0.247800 0.055600 0.000000  0.999 0.789    
V94RBEE  0.000523 0.002110 0.247800 0.053800 0.000000  1.000 0.978    
V59YR    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V61SPW   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V72CRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V73JW    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V74BCHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V75RCR   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V88WG    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V95HBC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V99WWT   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V101LCOR 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Mixed_Montane Fore 

          average       sd    ratio      ava      avb cumsum     p    
V13RWB   0.009338 0.006981 1.337700 1.080500 0.662400  0.025 0.512    
V43GCU   0.009042 0.005499 1.644400 0.423100 1.256100  0.049 0.015 *  
V83SFC   0.008981 0.004949 1.814500 0.424600 1.220000  0.073 0.018 *  
V20PCU   0.008970 0.005919 1.515400 0.411800 1.268100  0.097 0.019 *  
V67GGC   0.008783 0.005683 1.545500 0.135400 0.926600  0.121 0.005 ** 
V16LR    0.008555 0.006520 1.312100 0.852900 1.023200  0.144 0.350    
V46BHHE  0.008352 0.007086 1.178600 0.491200 0.828800  0.166 0.535    
V33RWH   0.008286 0.006874 1.205500 1.318700 0.753700  0.188 0.210    
V37WHIP  0.008217 0.006567 1.251200 0.441900 1.020400  0.211 0.039 *  
V23RBFT  0.008056 0.006201 1.299200 0.990600 0.883700  0.232 0.729    
V36YFHE  0.008026 0.007167 1.120000 1.121400 1.134500  0.254 0.865    
V28VS    0.007929 0.007261 1.091900 0.599300 0.709200  0.275 0.613    
V19ER    0.007909 0.006742 1.173100 0.816000 0.266900  0.296 0.374    
V48YTBC  0.007759 0.006195 1.252500 0.511500 0.958400  0.317 0.054 .  
V54STHR  0.007620 0.004661 1.634900 0.073200 0.758900  0.337 0.001 ***
V68PIL   0.007514 0.004974 1.510900 0.232900 0.785200  0.358 0.015 *  
V35STP   0.007322 0.006426 1.139400 0.700100 0.944200  0.377 0.776    
V27NHHE  0.007298 0.008654 0.843300 0.689200 0.000000  0.397 0.673    
V49LYRE  0.007170 0.005092 1.408100 0.268000 0.803100  0.416 0.021 *  
V50CHE   0.006930 0.005950 1.164700 0.580200 0.509600  0.435 0.284    
V80RF    0.006902 0.006031 1.144500 0.568000 0.913500  0.453 0.178    
V42SIL   0.006868 0.005994 1.145900 0.952800 1.363600  0.472 0.969    
V14AUR   0.006236 0.005868 1.062700 0.893600 0.919800  0.488 0.414    
V55LHE   0.006136 0.005947 1.031900 0.354900 0.590500  0.505 0.115    
V29CST   0.006120 0.006185 0.989500 0.548200 0.314400  0.521 0.880    
V24BFCS  0.006092 0.005192 1.173200 0.751600 0.496700  0.537 0.259    
V26WWCH  0.006052 0.009091 0.665800 0.180300 0.462400  0.554 0.972    
V17WPHE  0.005965 0.009471 0.629800 0.602000 0.000000  0.570 0.991    
V81SHBC  0.005961 0.005479 1.088100 0.641600 1.191300  0.586 0.883    
V8WNHE   0.005525 0.005093 1.084800 1.588600 1.709100  0.601 0.778    
V21ESP   0.005370 0.004726 1.136100 1.236300 1.502100  0.615 0.998    
V15STTH  0.005290 0.006652 0.795300 1.475400 1.857500  0.629 0.947    
V86BCOO  0.005217 0.005078 1.027400 0.142300 0.481700  0.643 0.054 .  
V11CR    0.004834 0.005601 0.863000 1.443400 1.710400  0.656 1.000    
V41SPP   0.004678 0.005784 0.808700 1.058800 1.352200  0.669 0.873    
V22SCR   0.004598 0.006404 0.718100 0.210400 0.317500  0.681 0.923    
V85ROSE  0.004568 0.005803 0.787200 0.239700 0.331700  0.693 0.087 .  
V9SFW    0.004450 0.004930 0.902600 1.384400 1.525000  0.705 0.806    
V32SCC   0.004345 0.009627 0.451300 0.441300 0.000000  0.717 0.854    
V4BTH    0.004124 0.005531 0.745600 1.946400 2.294000  0.728 0.998    
V56FTC   0.004054 0.005016 0.808300 0.948600 1.231300  0.739 0.990    
V6WTTR   0.003848 0.005024 0.765900 1.325800 1.567100  0.749 0.974    
V62RBTR  0.003800 0.005744 0.661600 0.127400 0.281200  0.759 0.122    
V7WEHE   0.003646 0.003640 1.001600 1.252500 1.224500  0.769 0.990    
V31AMAG  0.003590 0.006655 0.539500 0.370900 0.000000  0.779 0.824    
V51OWH   0.003548 0.004941 0.718000 0.211500 0.220000  0.788 0.258    
V5GWH    0.003405 0.004259 0.799600 1.325200 1.486100  0.797 0.954    
V2EYR    0.003300 0.004546 0.725800 1.285300 1.440100  0.806 0.992    
V69SKF   0.003277 0.005158 0.635200 0.334500 0.000000  0.815 0.981    
V57PINK  0.003208 0.004800 0.668200 0.127300 0.250000  0.824 0.146    
V76GBB   0.003203 0.004482 0.714700 0.166700 0.220000  0.832 0.177    
V63DWS   0.003119 0.004987 0.625500 0.313100 0.000000  0.840 0.837    
V10WBSW  0.002993 0.004868 0.614800 1.426000 1.622600  0.849 1.000    
V3GF     0.002942 0.004175 0.704800 1.569300 1.724600  0.856 0.987    
V65LWB   0.002877 0.008006 0.359400 0.258700 0.000000  0.864 0.599    
V102KING 0.002549 0.004128 0.617500 0.053800 0.236400  0.871 0.088 .  
V39FHE   0.002424 0.006810 0.356000 0.248500 0.000000  0.877 0.880    
V34WSW   0.002385 0.005233 0.455700 0.247500 0.000000  0.884 0.996    
V53MB    0.002366 0.005345 0.442500 0.224200 0.000000  0.890 0.897    
V44MUSK  0.002278 0.006306 0.361200 0.236300 0.000000  0.896 0.802    
V98FLAME 0.002256 0.004937 0.457000 0.220500 0.000000  0.902 0.802    
V87LFC   0.002212 0.004906 0.450900 0.224900 0.000000  0.908 0.708    
V52TRM   0.001993 0.005682 0.350700 0.202800 0.000000  0.914 0.744    
V47RFC   0.001992 0.004375 0.455300 0.214300 0.000000  0.919 0.914    
V30BTR   0.001964 0.005551 0.353800 0.200700 0.000000  0.924 0.947    
V25WAG   0.001953 0.004286 0.455700 0.205100 0.000000  0.929 0.997    
V58OBO   0.001891 0.004139 0.456800 0.198800 0.000000  0.934 0.987    
V1GST    0.001754 0.001220 1.437400 1.466600 1.379200  0.939 0.874    
V38GAL   0.001728 0.004792 0.360600 0.178700 0.000000  0.944 0.971    
V77RRP   0.001687 0.004691 0.359700 0.174100 0.000000  0.948 0.377    
V18YTH   0.001548 0.004368 0.354500 0.171800 0.000000  0.953 1.000    
V45MGLK  0.001409 0.003896 0.361600 0.142600 0.000000  0.956 0.981    
V64BELL  0.001363 0.005506 0.247500 0.127500 0.000000  0.960 0.584    
V92NFB   0.001268 0.003504 0.361700 0.141400 0.000000  0.963 0.765    
V12LK    0.001220 0.000891 1.368900 1.372500 1.324100  0.967 0.998    
V97PCL   0.001087 0.004390 0.247500 0.102200 0.000000  0.970 0.477    
V70RSL   0.001006 0.004066 0.247500 0.094600 0.000000  0.972 0.988    
V40BRTH  0.001003 0.004051 0.247500 0.088800 0.000000  0.975 1.000    
V91NMIN  0.000978 0.002735 0.357500 0.103300 0.000000  0.978 0.966    
V78LLOR  0.000935 0.003773 0.247700 0.106900 0.000000  0.980 0.514    
V60LFB   0.000816 0.003298 0.247500 0.076800 0.000000  0.982 0.953    
V84YRTH  0.000761 0.003073 0.247700 0.082700 0.000000  0.984 0.791    
V89PCOO  0.000734 0.002967 0.247500 0.069100 0.000000  0.986 0.477    
V79YTHE  0.000659 0.002662 0.247700 0.075400 0.000000  0.988 0.815    
V66CBW   0.000643 0.002597 0.247500 0.058800 0.000000  0.990 0.927    
V96DF    0.000619 0.002499 0.247700 0.070800 0.000000  0.991 0.821    
V82AZKF  0.000594 0.002400 0.247500 0.053800 0.000000  0.993 0.479    
V100WBWS 0.000579 0.002335 0.247700 0.066200 0.000000  0.995 0.514    
V93DB    0.000567 0.002289 0.247700 0.061600 0.000000  0.996 0.964    
V90WTG   0.000512 0.002068 0.247700 0.055600 0.000000  0.997 0.987    
V71PDOV  0.000486 0.001964 0.247700 0.055600 0.000000  0.999 0.888    
V94RBEE  0.000470 0.001899 0.247700 0.053800 0.000000  1.000 0.984    
V59YR    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V61SPW   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V72CRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V73JW    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V74BCHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V75RCR   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V88WG    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V95HBC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V99WWT   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V101LCOR 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Mixed_Foothills Wo 

          average       sd    ratio      ava      avb cumsum     p   
V40BRTH  0.014392 0.009230 1.559200 0.088800 1.423800  0.037 0.006 **
V22SCR   0.012437 0.004863 2.557800 0.210400 1.364500  0.068 0.002 **
V26WWCH  0.011907 0.007887 1.509700 0.180300 1.210300  0.099 0.021 * 
V18YTH   0.011886 0.007877 1.508900 0.171800 1.199300  0.129 0.039 * 
V10WBSW  0.009520 0.007570 1.257700 1.426000 0.773600  0.154 0.236   
V23RBFT  0.009458 0.007442 1.270900 0.990600 0.243500  0.178 0.185   
V28VS    0.009159 0.007107 1.288800 0.599300 1.088900  0.201 0.130   
V53MB    0.008400 0.005483 1.532100 0.224200 0.851600  0.222 0.010 **
V46BHHE  0.008159 0.006034 1.352200 0.491200 0.931700  0.243 0.638   
V16LR    0.008067 0.006758 1.193700 0.852900 1.479800  0.264 0.534   
V19ER    0.007778 0.006808 1.142400 0.816000 0.654600  0.284 0.438   
V69SKF   0.007708 0.006107 1.262200 0.334500 0.890600  0.304 0.036 * 
V35STP   0.007702 0.006775 1.136900 0.700100 1.011200  0.323 0.643   
V42SIL   0.007673 0.005328 1.440100 0.952800 0.761200  0.343 0.813   
V27NHHE  0.007657 0.007842 0.976500 0.689200 0.256000  0.362 0.610   
V50CHE   0.007225 0.007685 0.940200 0.580200 0.384600  0.381 0.227   
V36YFHE  0.007150 0.005676 1.259600 1.121400 1.319700  0.399 0.980   
V29CST   0.007090 0.006413 1.105700 0.548200 0.659900  0.417 0.289   
V20PCU   0.007080 0.006583 1.075500 0.411800 0.673000  0.435 0.188   
V9SFW    0.007048 0.006634 1.062400 1.384400 1.081900  0.453 0.190   
V14AUR   0.006603 0.006170 1.070200 0.893600 0.987000  0.470 0.299   
V43GCU   0.006573 0.006112 1.075300 0.423100 0.583000  0.487 0.485   
V80RF    0.006348 0.006410 0.990200 0.568000 0.304500  0.503 0.380   
V13RWB   0.006090 0.004647 1.310500 1.080500 1.170600  0.519 0.999   
V17WPHE  0.006088 0.009642 0.631400 0.602000 0.000000  0.534 0.988   
V64BELL  0.005858 0.009467 0.618800 0.127500 0.492000  0.549 0.144   
V81SHBC  0.005798 0.005361 1.081400 0.641600 0.807100  0.564 0.929   
V15STTH  0.005476 0.006465 0.847000 1.475400 1.788200  0.578 0.945   
V83SFC   0.005382 0.006098 0.882700 0.424600 0.261700  0.592 0.588   
V24BFCS  0.005280 0.004956 1.065500 0.751600 0.794400  0.605 0.499   
V41SPP   0.005277 0.006727 0.784500 1.058800 1.526000  0.619 0.827   
V48YTBC  0.005274 0.006448 0.817800 0.511500 0.000000  0.632 0.552   
V8WNHE   0.005251 0.004942 1.062400 1.588600 1.582200  0.645 0.833   
V11CR    0.004856 0.004784 1.015100 1.443400 1.484400  0.658 0.998   
V21ESP   0.004753 0.004815 0.987100 1.236300 1.346100  0.670 0.998   
V37WHIP  0.004623 0.006367 0.726100 0.441900 0.000000  0.682 0.681   
V32SCC   0.004434 0.009801 0.452400 0.441300 0.000000  0.693 0.857   
V63DWS   0.004331 0.005235 0.827300 0.313100 0.243500  0.704 0.579   
V7WEHE   0.004274 0.004093 1.044200 1.252500 1.318200  0.715 0.970   
V56FTC   0.004240 0.005159 0.821900 0.948600 1.244700  0.726 0.993   
V33RWH   0.004130 0.005045 0.818600 1.318700 1.597500  0.736 0.993   
V4BTH    0.004096 0.004957 0.826300 1.946400 1.975000  0.747 0.998   
V96DF    0.003970 0.006435 0.617000 0.070800 0.349000  0.757 0.078 . 
V58OBO   0.003798 0.005307 0.715600 0.198800 0.261700  0.767 0.804   
V6WTTR   0.003785 0.005196 0.728400 1.325800 1.579900  0.776 0.977   
V2EYR    0.003733 0.004281 0.872000 1.285300 1.316800  0.786 0.969   
V31AMAG  0.003663 0.006775 0.540700 0.370900 0.000000  0.795 0.824   
V55LHE   0.003636 0.005729 0.634700 0.354900 0.000000  0.804 0.588   
V5GWH    0.003634 0.003729 0.974400 1.325200 1.309900  0.814 0.927   
V61SPW   0.003414 0.005979 0.571000 0.000000 0.326200  0.823 0.206   
V3GF     0.003253 0.003748 0.868100 1.569300 1.569600  0.831 0.971   
V62RBTR  0.003142 0.004683 0.670900 0.127400 0.220000  0.839 0.279   
V65LWB   0.002942 0.008165 0.360300 0.258700 0.000000  0.846 0.618   
V49LYRE  0.002899 0.005317 0.545200 0.268000 0.000000  0.854 0.704   
V66CBW   0.002697 0.004351 0.619700 0.058800 0.220000  0.861 0.401   
V85ROSE  0.002535 0.004640 0.546400 0.239700 0.000000  0.867 0.549   
V39FHE   0.002474 0.006936 0.356600 0.248500 0.000000  0.874 0.870   
V34WSW   0.002433 0.005328 0.456700 0.247500 0.000000  0.880 0.993   
V1GST    0.002432 0.002103 1.156600 1.466600 1.577800  0.886 0.226   
V68PIL   0.002421 0.005305 0.456500 0.232900 0.000000  0.892 0.704   
V44MUSK  0.002324 0.006421 0.361900 0.236300 0.000000  0.898 0.785   
V98FLAME 0.002304 0.005029 0.458100 0.220500 0.000000  0.904 0.767   
V87LFC   0.002258 0.004995 0.452000 0.224900 0.000000  0.910 0.644   
V51OWH   0.002175 0.004792 0.453900 0.211500 0.000000  0.915 0.440   
V52TRM   0.002033 0.005787 0.351300 0.202800 0.000000  0.920 0.769   
V47RFC   0.002030 0.004451 0.456200 0.214300 0.000000  0.926 0.915   
V30BTR   0.002004 0.005654 0.354500 0.200700 0.000000  0.931 0.945   
V25WAG   0.001992 0.004362 0.456700 0.205100 0.000000  0.936 0.996   
V38GAL   0.001763 0.004879 0.361300 0.178700 0.000000  0.940 0.972   
V77RRP   0.001722 0.004777 0.360400 0.174100 0.000000  0.945 0.379   
V76GBB   0.001693 0.003703 0.457300 0.166700 0.000000  0.949 0.666   
V86BCOO  0.001443 0.003991 0.361600 0.142300 0.000000  0.953 0.631   
V45MGLK  0.001438 0.003967 0.362300 0.142600 0.000000  0.956 0.967   
V12LK    0.001432 0.001053 1.360800 1.372500 1.350100  0.960 0.982   
V67GGC   0.001406 0.003942 0.356500 0.135400 0.000000  0.964 0.868   
V57PINK  0.001334 0.003700 0.360500 0.127300 0.000000  0.967 0.485   
V92NFB   0.001291 0.003564 0.362400 0.141400 0.000000  0.970 0.752   
V97PCL   0.001110 0.004475 0.248100 0.102200 0.000000  0.973 0.419   
V70RSL   0.001028 0.004145 0.248100 0.094600 0.000000  0.976 0.991   
V91NMIN  0.000997 0.002784 0.358300 0.103300 0.000000  0.978 0.975   
V78LLOR  0.000952 0.003836 0.248100 0.106900 0.000000  0.981 0.423   
V60LFB   0.000834 0.003362 0.248100 0.076800 0.000000  0.983 0.963   
V84YRTH  0.000776 0.003127 0.248100 0.082700 0.000000  0.985 0.754   
V89PCOO  0.000750 0.003025 0.248100 0.069100 0.000000  0.987 0.419   
V54STHR  0.000698 0.002812 0.248100 0.073200 0.000000  0.989 0.855   
V79YTHE  0.000672 0.002706 0.248100 0.075400 0.000000  0.990 0.759   
V82AZKF  0.000607 0.002448 0.248100 0.053800 0.000000  0.992 0.414   
V100WBWS 0.000589 0.002375 0.248100 0.066200 0.000000  0.993 0.422   
V93DB    0.000578 0.002329 0.248100 0.061600 0.000000  0.995 0.961   
V102KING 0.000549 0.002214 0.248100 0.053800 0.000000  0.996 0.597   
V90WTG   0.000522 0.002104 0.248100 0.055600 0.000000  0.998 0.972   
V71PDOV  0.000495 0.001997 0.248100 0.055600 0.000000  0.999 0.894   
V94RBEE  0.000479 0.001931 0.248100 0.053800 0.000000  1.000 0.988   
V59YR    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V72CRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V73JW    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V74BCHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V75RCR   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V88WG    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V95HBC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V99WWT   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V101LCOR 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Mixed_Box-Ironbark 

          average       sd    ratio      ava      avb cumsum     p    
V18YTH   0.018658 0.005852 3.188000 0.171800 1.909900  0.039 0.001 ***
V26WWCH  0.015902 0.005536 2.872000 0.180300 1.655500  0.072 0.001 ***
V10WBSW  0.015288 0.006045 2.529000 1.426000 0.000000  0.103 0.002 ** 
V39FHE   0.014967 0.004566 3.278000 0.248500 1.532700  0.134 0.001 ***
V46BHHE  0.014098 0.007088 1.989000 0.491200 1.798900  0.163 0.001 ***
V40BRTH  0.013699 0.008353 1.640000 0.088800 1.379300  0.192 0.007 ** 
V21ESP   0.013293 0.006583 2.019000 1.236300 0.000000  0.219 0.002 ** 
V22SCR   0.012484 0.005255 2.376000 0.210400 1.350800  0.245 0.002 ** 
V44MUSK  0.011843 0.007846 1.509000 0.236300 1.180800  0.269 0.006 ** 
V75RCR   0.010748 0.003075 3.495000 0.000000 1.000900  0.292 0.001 ***
V58OBO   0.009787 0.004514 2.168000 0.198800 1.059200  0.312 0.003 ** 
V23RBFT  0.009490 0.007770 1.221000 0.990600 0.320500  0.332 0.181    
V13RWB   0.008878 0.006402 1.387000 1.080500 1.792200  0.350 0.691    
V56FTC   0.008670 0.006269 1.383000 0.948600 0.281200  0.368 0.030 *  
V28VS    0.008644 0.006295 1.373000 0.599300 0.971800  0.386 0.264    
V11CR    0.008437 0.007081 1.192000 1.443400 0.992900  0.403 0.736    
V36YFHE  0.008272 0.006141 1.347000 1.121400 1.383500  0.420 0.825    
V16LR    0.008079 0.006977 1.158000 0.852900 0.576500  0.437 0.511    
V35STP   0.007717 0.006654 1.160000 0.700100 0.656700  0.453 0.648    
V27NHHE  0.007497 0.008904 0.842000 0.689200 0.000000  0.468 0.635    
V19ER    0.007343 0.005945 1.235000 0.816000 0.846400  0.484 0.652    
V43GCU   0.007068 0.005570 1.269000 0.423100 0.818400  0.498 0.289    
V42SIL   0.006994 0.005548 1.261000 0.952800 1.255000  0.513 0.948    
V4BTH    0.006788 0.003994 1.699000 1.946400 1.520900  0.527 0.831    
V2EYR    0.006709 0.005999 1.118000 1.285300 0.874900  0.541 0.402    
V81SHBC  0.006489 0.005846 1.110000 0.641600 0.281200  0.554 0.416    
V66CBW   0.006361 0.006379 0.997000 0.058800 0.566600  0.567 0.010 ** 
V70RSL   0.006278 0.006199 1.013000 0.094600 0.557400  0.580 0.144    
V17WPHE  0.006117 0.009722 0.629000 0.602000 0.000000  0.593 0.984    
V80RF    0.006050 0.006578 0.920000 0.568000 0.000000  0.605 0.498    
V90WTG   0.006046 0.006464 0.935000 0.055600 0.542000  0.618 0.047 *  
V50CHE   0.006025 0.007514 0.802000 0.580200 0.000000  0.630 0.485    
V29CST   0.005983 0.006099 0.981000 0.548200 0.256000  0.643 0.929    
V61SPW   0.005859 0.005982 0.980000 0.000000 0.593000  0.655 0.024 *  
V14AUR   0.005388 0.005537 0.973000 0.893600 1.211600  0.666 0.717    
V48YTBC  0.005300 0.006506 0.815000 0.511500 0.000000  0.677 0.562    
V15STTH  0.005211 0.006022 0.865000 1.475400 1.627000  0.688 0.956    
V9SFW    0.005137 0.005014 1.024000 1.384400 1.472800  0.698 0.586    
V41SPP   0.004977 0.006330 0.786000 1.058800 1.440100  0.709 0.826    
V30BTR   0.004843 0.007338 0.660000 0.200700 0.382900  0.719 0.539    
V5GWH    0.004733 0.003669 1.290000 1.325200 1.171900  0.729 0.706    
V3GF     0.004725 0.003539 1.335000 1.569300 1.330200  0.738 0.691    
V8WNHE   0.004707 0.005030 0.936000 1.588600 1.595400  0.748 0.923    
V37WHIP  0.004647 0.006424 0.723000 0.441900 0.000000  0.758 0.690    
V83SFC   0.004543 0.006404 0.710000 0.424600 0.000000  0.767 0.826    
V24BFCS  0.004457 0.004309 1.034000 0.751600 1.014400  0.776 0.803    
V32SCC   0.004454 0.009873 0.451000 0.441300 0.000000  0.785 0.839    
V20PCU   0.004351 0.005983 0.727000 0.411800 0.000000  0.794 0.980    
V79YTHE  0.004127 0.006650 0.621000 0.075400 0.396100  0.803 0.029 *  
V63DWS   0.004112 0.005037 0.816000 0.313100 0.220000  0.811 0.571    
V7WEHE   0.004030 0.003983 1.012000 1.252500 1.296700  0.820 0.976    
V33RWH   0.003758 0.004830 0.778000 1.318700 1.512200  0.828 0.996    
V6WTTR   0.003705 0.004996 0.741000 1.325800 1.525100  0.835 0.979    
V31AMAG  0.003680 0.006826 0.539000 0.370900 0.000000  0.843 0.818    
V55LHE   0.003654 0.005776 0.633000 0.354900 0.000000  0.850 0.602    
V69SKF   0.003359 0.005292 0.635000 0.334500 0.000000  0.857 0.977    
V76GBB   0.003230 0.004486 0.720000 0.166700 0.210200  0.864 0.173    
V65LWB   0.002960 0.008240 0.359000 0.258700 0.000000  0.870 0.603    
V49LYRE  0.002915 0.005365 0.543000 0.268000 0.000000  0.876 0.705    
V96DF    0.002818 0.004531 0.622000 0.070800 0.256000  0.882 0.205    
V12LK    0.002704 0.001574 1.718000 1.372500 1.122800  0.888 0.590    
V94RBEE  0.002692 0.004346 0.620000 0.053800 0.256000  0.893 0.418    
V85ROSE  0.002548 0.004679 0.545000 0.239700 0.000000  0.898 0.540    
V34WSW   0.002444 0.005368 0.455000 0.247500 0.000000  0.903 0.992    
V68PIL   0.002434 0.005347 0.455000 0.232900 0.000000  0.908 0.732    
V53MB    0.002430 0.005496 0.442000 0.224200 0.000000  0.914 0.885    
V1GST    0.002363 0.001590 1.487000 1.466600 1.425700  0.918 0.277    
V98FLAME 0.002315 0.005070 0.457000 0.220500 0.000000  0.923 0.801    
V87LFC   0.002268 0.005033 0.451000 0.224900 0.000000  0.928 0.654    
V51OWH   0.002186 0.004829 0.453000 0.211500 0.000000  0.932 0.453    
V88WG    0.002185 0.003827 0.571000 0.000000 0.210200  0.937 0.286    
V95HBC   0.002185 0.003827 0.571000 0.000000 0.210200  0.942 0.171    
V52TRM   0.002043 0.005832 0.350000 0.202800 0.000000  0.946 0.747    
V47RFC   0.002039 0.004481 0.455000 0.214300 0.000000  0.950 0.901    
V25WAG   0.002001 0.004394 0.455000 0.205100 0.000000  0.954 0.997    
V38GAL   0.001771 0.004914 0.360000 0.178700 0.000000  0.958 0.968    
V77RRP   0.001730 0.004812 0.359000 0.174100 0.000000  0.961 0.301    
V86BCOO  0.001450 0.004021 0.361000 0.142300 0.000000  0.964 0.645    
V45MGLK  0.001444 0.003997 0.361000 0.142600 0.000000  0.967 0.966    
V67GGC   0.001413 0.003972 0.356000 0.135400 0.000000  0.970 0.867    
V64BELL  0.001400 0.005660 0.247000 0.127500 0.000000  0.973 0.549    
V62RBTR  0.001374 0.003843 0.358000 0.127400 0.000000  0.976 0.684    
V57PINK  0.001341 0.003729 0.359000 0.127300 0.000000  0.979 0.493    
V92NFB   0.001296 0.003585 0.362000 0.141400 0.000000  0.981 0.709    
V97PCL   0.001116 0.004512 0.247000 0.102200 0.000000  0.984 0.381    
V91NMIN  0.001002 0.002802 0.357000 0.103300 0.000000  0.986 0.972    
V78LLOR  0.000955 0.003858 0.248000 0.106900 0.000000  0.988 0.378    
V60LFB   0.000839 0.003390 0.247000 0.076800 0.000000  0.990 0.956    
V84YRTH  0.000779 0.003146 0.248000 0.082700 0.000000  0.991 0.724    
V89PCOO  0.000755 0.003050 0.247000 0.069100 0.000000  0.993 0.381    
V54STHR  0.000701 0.002830 0.248000 0.073200 0.000000  0.994 0.871    
V82AZKF  0.000611 0.002470 0.247000 0.053800 0.000000  0.995 0.366    
V100WBWS 0.000591 0.002388 0.248000 0.066200 0.000000  0.997 0.378    
V93DB    0.000580 0.002343 0.248000 0.061600 0.000000  0.998 0.948    
V102KING 0.000552 0.002230 0.247000 0.053800 0.000000  0.999 0.604    
V71PDOV  0.000497 0.002008 0.248000 0.055600 0.000000  1.000 0.857    
V59YR    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V72CRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V73JW    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V74BCHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V99WWT   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V101LCOR 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Mixed_River Red Gu 

          average       sd    ratio      ava      avb cumsum     p    
V4BTH    0.020445 0.006218 3.288000 1.946400 0.000000  0.030 0.001 ***
V32SCC   0.020280 0.007521 2.697000 0.441300 2.225000  0.060 0.001 ***
V17WPHE  0.015917 0.009167 1.736000 0.602000 2.034900  0.084 0.028 *  
V10WBSW  0.015087 0.005860 2.574000 1.426000 0.000000  0.106 0.001 ***
V11CR    0.015054 0.006597 2.282000 1.443400 0.000000  0.128 0.004 ** 
V38GAL   0.014937 0.005417 2.758000 0.178700 1.582800  0.151 0.002 ** 
V26WWCH  0.014881 0.004857 3.064000 0.180300 1.578000  0.173 0.002 ** 
V8WNHE   0.014481 0.007804 1.856000 1.588600 0.289600  0.194 0.002 ** 
V30BTR   0.014462 0.004730 3.057000 0.200700 1.520300  0.216 0.001 ***
V2EYR    0.013450 0.005370 2.505000 1.285300 0.000000  0.236 0.001 ***
V7WEHE   0.013287 0.005547 2.395000 1.252500 0.000000  0.255 0.001 ***
V60LFB   0.013139 0.004117 3.192000 0.076800 1.312300  0.275 0.001 ***
V21ESP   0.013118 0.006422 2.043000 1.236300 0.000000  0.294 0.001 ***
V25WAG   0.012318 0.004959 2.484000 0.205100 1.365200  0.312 0.004 ** 
V31AMAG  0.011976 0.005536 2.163000 0.370900 1.393900  0.330 0.001 ***
V45MGLK  0.011411 0.003990 2.860000 0.142600 1.216900  0.347 0.002 ** 
V36YFHE  0.011370 0.007879 1.443000 1.121400 0.000000  0.364 0.047 *  
V13RWB   0.011326 0.007442 1.522000 1.080500 0.000000  0.381 0.040 *  
V47RFC   0.011238 0.004799 2.342000 0.214300 1.251400  0.397 0.001 ***
V70RSL   0.011018 0.007241 1.522000 0.094600 1.085200  0.414 0.003 ** 
V41SPP   0.010892 0.006237 1.746000 1.058800 0.000000  0.430 0.013 *  
V15STTH  0.010499 0.008202 1.280000 1.475400 0.745400  0.445 0.137    
V35STP   0.010090 0.007467 1.351000 0.700100 1.638300  0.460 0.026 *  
V73JW    0.009687 0.005914 1.638000 0.000000 0.934100  0.474 0.001 ***
V33RWH   0.009674 0.006163 1.570000 1.318700 0.532700  0.489 0.036 *  
V42SIL   0.009667 0.007712 1.253000 0.952800 0.442300  0.503 0.112    
V34WSW   0.009358 0.006570 1.424000 0.247500 0.961700  0.517 0.156    
V52TRM   0.009124 0.005824 1.567000 0.202800 0.871300  0.531 0.009 ** 
V98FLAME 0.009079 0.006396 1.419000 0.220500 0.964700  0.544 0.006 ** 
V69SKF   0.008992 0.005367 1.675000 0.334500 1.156400  0.557 0.004 ** 
V18YTH   0.008930 0.008900 1.003000 0.171800 0.845000  0.571 0.288    
V23RBFT  0.008751 0.006449 1.357000 0.990600 0.456500  0.584 0.398    
V6WTTR   0.008747 0.007272 1.203000 1.325800 0.736100  0.597 0.182    
V56FTC   0.008722 0.005609 1.555000 0.948600 0.220000  0.609 0.033 *  
V93DB    0.008385 0.005276 1.589000 0.061600 0.829800  0.622 0.002 ** 
V91NMIN  0.008172 0.007902 1.034000 0.103300 0.767400  0.634 0.031 *  
V28VS    0.007982 0.007161 1.115000 0.599300 0.686000  0.646 0.612    
V5GWH    0.007767 0.005012 1.550000 1.325200 0.765000  0.657 0.102    
V94RBEE  0.007444 0.004665 1.596000 0.053800 0.732200  0.668 0.003 ** 
V27NHHE  0.007397 0.008745 0.846000 0.689200 0.000000  0.679 0.662    
V19ER    0.007375 0.006436 1.146000 0.816000 1.397300  0.690 0.649    
V16LR    0.006856 0.005658 1.212000 0.852900 1.252000  0.700 0.858    
V59YR    0.006854 0.006952 0.986000 0.000000 0.651800  0.711 0.007 ** 
V81SHBC  0.006705 0.005721 1.172000 0.641600 0.000000  0.720 0.277    
V3GF     0.006585 0.003090 2.131000 1.569300 1.077300  0.730 0.303    
V29CST   0.006553 0.005132 1.277000 0.548200 0.776000  0.740 0.612    
V20PCU   0.006505 0.006055 1.074000 0.411800 0.602800  0.750 0.508    
V88WG    0.006448 0.006586 0.979000 0.000000 0.612900  0.759 0.007 ** 
V90WTG   0.006446 0.006479 0.995000 0.055600 0.612900  0.769 0.021 *  
V99WWT   0.006439 0.006551 0.983000 0.000000 0.615300  0.778 0.007 ** 
V58OBO   0.006407 0.006318 1.014000 0.198800 0.611700  0.788 0.108    
V24BFCS  0.006242 0.005422 1.151000 0.751600 1.328700  0.797 0.201    
V9SFW    0.006159 0.003969 1.552000 1.384400 1.145500  0.806 0.345    
V80RF    0.005971 0.006465 0.924000 0.568000 0.000000  0.815 0.518    
V50CHE   0.005950 0.007394 0.805000 0.580200 0.000000  0.824 0.534    
V92NFB   0.005676 0.005583 1.017000 0.141400 0.513100  0.832 0.030 *  
V72CRP   0.005564 0.005644 0.986000 0.000000 0.545600  0.840 0.007 ** 
V71PDOV  0.005528 0.005717 0.967000 0.055600 0.530500  0.849 0.010 ** 
V48YTBC  0.005233 0.006402 0.817000 0.511500 0.000000  0.856 0.563    
V14AUR   0.005141 0.005536 0.929000 0.893600 1.237700  0.864 0.764    
V12LK    0.005031 0.005700 0.883000 1.372500 0.910300  0.871 0.139    
V46BHHE  0.004971 0.006225 0.799000 0.491200 0.000000  0.879 0.999    
V37WHIP  0.004588 0.006321 0.726000 0.441900 0.000000  0.885 0.696    
V84YRTH  0.004512 0.007311 0.617000 0.082700 0.389600  0.892 0.040 *  
V83SFC   0.004484 0.006299 0.712000 0.424600 0.000000  0.899 0.823    
V43GCU   0.004425 0.006145 0.720000 0.423100 0.000000  0.905 0.984    
V87LFC   0.004386 0.006114 0.717000 0.224900 0.314400  0.912 0.210    
V53MB    0.003834 0.005402 0.710000 0.224200 0.210200  0.917 0.625    
V101LCOR 0.003699 0.006477 0.571000 0.000000 0.370000  0.923 0.072 .  
V55LHE   0.003608 0.005688 0.634000 0.354900 0.000000  0.928 0.622    
V63DWS   0.003160 0.005040 0.627000 0.313100 0.000000  0.933 0.844    
V65LWB   0.002918 0.008100 0.360000 0.258700 0.000000  0.937 0.595    
V49LYRE  0.002876 0.005277 0.545000 0.268000 0.000000  0.942 0.713    
V74BCHE  0.002855 0.005003 0.571000 0.000000 0.261700  0.946 0.058 .  
V85ROSE  0.002515 0.004606 0.546000 0.239700 0.000000  0.950 0.570    
V39FHE   0.002455 0.006886 0.357000 0.248500 0.000000  0.953 0.880    
V68PIL   0.002403 0.005266 0.456000 0.232900 0.000000  0.957 0.716    
V44MUSK  0.002307 0.006375 0.362000 0.236300 0.000000  0.960 0.799    
V95HBC   0.002170 0.003801 0.571000 0.000000 0.198800  0.963 0.156    
V51OWH   0.002158 0.004757 0.454000 0.211500 0.000000  0.967 0.475    
V22SCR   0.002084 0.004592 0.454000 0.210400 0.000000  0.970 1.000    
V1GST    0.002006 0.001368 1.466000 1.466600 1.343300  0.973 0.641    
V77RRP   0.001709 0.004743 0.360000 0.174100 0.000000  0.975 0.387    
V76GBB   0.001680 0.003676 0.457000 0.166700 0.000000  0.978 0.673    
V86BCOO  0.001432 0.003963 0.361000 0.142300 0.000000  0.980 0.619    
V67GGC   0.001395 0.003914 0.356000 0.135400 0.000000  0.982 0.870    
V64BELL  0.001382 0.005570 0.248000 0.127500 0.000000  0.984 0.550    
V62RBTR  0.001356 0.003781 0.359000 0.127400 0.000000  0.986 0.659    
V57PINK  0.001324 0.003673 0.360000 0.127300 0.000000  0.988 0.504    
V97PCL   0.001101 0.004441 0.248000 0.102200 0.000000  0.990 0.430    
V40BRTH  0.001017 0.004100 0.248000 0.088800 0.000000  0.991 0.995    
V78LLOR  0.000946 0.003812 0.248000 0.106900 0.000000  0.992 0.472    
V89PCOO  0.000744 0.003002 0.248000 0.069100 0.000000  0.994 0.430    
V54STHR  0.000693 0.002793 0.248000 0.073200 0.000000  0.995 0.857    
V79YTHE  0.000667 0.002689 0.248000 0.075400 0.000000  0.996 0.774    
V66CBW   0.000652 0.002628 0.248000 0.058800 0.000000  0.997 0.924    
V96DF    0.000626 0.002525 0.248000 0.070800 0.000000  0.997 0.826    
V82AZKF  0.000602 0.002428 0.248000 0.053800 0.000000  0.998 0.453    
V100WBWS 0.000585 0.002359 0.248000 0.066200 0.000000  0.999 0.472    
V102KING 0.000545 0.002198 0.248000 0.053800 0.000000  1.000 0.601    
V61SPW   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V75RCR   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Gippsland Ma_Montane Fore 

           average        sd     ratio       ava       avb cumsum     p    
V17WPHE   0.025511  0.002976  8.572000  2.247700  0.000000  0.047 0.001 ***
V34WSW    0.020923  0.002668  7.841000  1.856000  0.000000  0.086 0.001 ***
V11CR     0.019365  0.002542  7.617000  0.000000  1.710400  0.121 0.001 ***
V27NHHE   0.018629  0.005197  3.584000  1.646300  0.000000  0.156 0.001 ***
V6WTTR    0.017764  0.002227  7.977000  0.000000  1.567100  0.189 0.002 ** 
V15STTH   0.017530  0.007233  2.423000  0.323400  1.857500  0.221 0.003 ** 
V25WAG    0.015594  0.002143  7.276000  1.376000  0.000000  0.250 0.002 ** 
V13RWB    0.014804  0.009495  1.559000  1.922100  0.662400  0.277 0.008 ** 
V20PCU    0.014406  0.001861  7.739000  0.000000  1.268100  0.304 0.001 ***
V43GCU    0.014108  0.001624  8.689000  0.000000  1.256100  0.330 0.002 ** 
V83SFC    0.013763  0.001275 10.794000  0.000000  1.220000  0.355 0.001 ***
V4BTH     0.012989  0.009916  1.310000  1.184200  2.294000  0.379 0.080 .  
V42SIL    0.012586  0.005694  2.210000  0.420400  1.363600  0.402 0.022 *  
V3GF      0.012521  0.008426  1.486000  0.646500  1.724600  0.425 0.002 ** 
V19ER     0.011718  0.005658  2.071000  1.308600  0.266900  0.447 0.023 *  
V37WHIP   0.011155  0.006729  1.658000  0.000000  1.020400  0.468 0.002 ** 
V48YTBC   0.010991  0.006611  1.663000  0.000000  0.958400  0.488 0.002 ** 
V81SHBC   0.010480  0.005715  1.834000  0.271900  1.191300  0.507 0.011 *  
V21ESP    0.010274  0.006547  1.569000  0.644000  1.502100  0.526 0.128    
V67GGC    0.010101  0.006264  1.613000  0.000000  0.926600  0.545 0.001 ***
V80RF     0.010024  0.006191  1.619000  0.000000  0.913500  0.563 0.021 *  
V5GWH     0.009874  0.007909  1.248000  0.674800  1.486100  0.582 0.023 *  
V29CST    0.009751  0.004639  2.102000  1.059100  0.314400  0.599 0.032 *  
V36YFHE   0.009681  0.007030  1.377000  1.243700  1.134500  0.617 0.413    
V16LR     0.009375  0.007159  1.310000  1.184900  1.023200  0.635 0.224    
V46BHHE   0.008981  0.008370  1.073000  0.307900  0.828800  0.651 0.360    
V49LYRE   0.008738  0.005375  1.626000  0.000000  0.803100  0.667 0.012 *  
V33RWH    0.008651  0.007180  1.205000  0.579800  0.753700  0.683 0.255    
V68PIL    0.008604  0.005317  1.618000  0.000000  0.785200  0.699 0.010 ** 
V54STHR   0.008499  0.005150  1.650000  0.000000  0.758900  0.715 0.002 ** 
V65LWB    0.008071  0.008400  0.961000  0.741500  0.000000  0.730 0.150    
V63DWS    0.007899  0.008217  0.961000  0.724800  0.000000  0.744 0.051 .  
V91NMIN   0.007851  0.008209  0.956000  0.719700  0.000000  0.759 0.073 .  
V28VS     0.007829  0.008154  0.960000  0.000000  0.709200  0.773 0.606    
V7WEHE    0.007421  0.005457  1.360000  1.241500  1.224500  0.787 0.363    
V24BFCS   0.007277  0.005961  1.221000  1.112500  0.496700  0.800 0.130    
V56FTC    0.007098  0.006534  1.086000  0.615700  1.231300  0.813 0.398    
V35STP    0.006718  0.007148  0.940000  0.993200  0.944200  0.826 0.799    
V23RBFT   0.006640  0.006306  1.053000  0.937700  0.883700  0.838 0.890    
V14AUR    0.006610  0.006785  0.974000  0.962100  0.919800  0.850 0.411    
V55LHE    0.006240  0.006468  0.965000  0.000000  0.590500  0.862 0.185    
V12LK     0.005918  0.005486  1.079000  0.801000  1.324100  0.873 0.062 .  
V26WWCH   0.005801  0.010413  0.557000  0.000000  0.462400  0.883 0.878    
V50CHE    0.005678  0.005941  0.956000  0.000000  0.509600  0.894 0.599    
V86BCOO   0.005379  0.005588  0.962000  0.000000  0.481700  0.904 0.078 .  
V22SCR    0.003983  0.007149  0.557000  0.000000  0.317500  0.911 0.830    
V8WNHE    0.003758  0.001583  2.374000  1.843200  1.709100  0.918 0.846    
V85ROSE   0.003564  0.006391  0.558000  0.000000  0.331700  0.925 0.308    
V62RBTR   0.003528  0.006332  0.557000  0.000000  0.281200  0.931 0.224    
V38GAL    0.003497  0.006277  0.557000  0.323400  0.000000  0.938 0.800    
V87LFC    0.003183  0.005712  0.557000  0.289600  0.000000  0.944 0.560    
V45MGLK   0.002941  0.005278  0.557000  0.271900  0.000000  0.949 0.822    
V41SPP    0.002919  0.001917  1.523000  1.200500  1.352200  0.954 0.894    
V9SFW     0.002819  0.002623  1.075000  1.734700  1.525000  0.960 0.907    
V53MB     0.002704  0.004852  0.557000  0.250000  0.000000  0.965 0.776    
V57PINK   0.002686  0.004816  0.558000  0.000000  0.250000  0.970 0.280    
V76GBB    0.002568  0.004606  0.557000  0.000000  0.220000  0.974 0.425    
V70RSL    0.002557  0.004589  0.557000  0.236400  0.000000  0.979 0.834    
V2EYR     0.002508  0.001941  1.292000  1.599500  1.440100  0.984 0.916    
V102KING  0.002459  0.004408  0.558000  0.000000  0.236400  0.988 0.067 .  
V51OWH    0.002364  0.004239  0.558000  0.000000  0.220000  0.993 0.508    
V10WBSW   0.002324  0.001192  1.950000  1.760400  1.622600  0.997 0.966    
V1GST     0.001754  0.001373  1.278000  1.493300  1.379200  1.000 0.734    
V18YTH    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V30BTR    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V31AMAG   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V32SCC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V39FHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V40BRTH   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V44MUSK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V47RFC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V52TRM    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V58OBO    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V59YR     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V60LFB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V61SPW    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V64BELL   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V66CBW    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V69SKF    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V71PDOV   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V72CRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V73JW     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V74BCHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V75RCR    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V77RRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V78LLOR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V79YTHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V82AZKF   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V84YRTH   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V88WG     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V89PCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V90WTG    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V92NFB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V93DB     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V94RBEE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V95HBC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V96DF     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V97PCL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V98FLAME  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V99WWT    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V100WBWS  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V101LCOR  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Gippsland Ma_Foothills Wo 

           average        sd     ratio       ava       avb cumsum     p    
V17WPHE   0.026097  0.002383 10.951000  2.247700  0.000000  0.052 0.001 ***
V34WSW    0.021402  0.002230  9.597000  1.856000  0.000000  0.094 0.001 ***
V6WTTR    0.018324  0.001427 12.839000  0.000000  1.579900  0.130 0.001 ***
V11CR     0.017226  0.001813  9.499000  0.000000  1.484400  0.164 0.005 ** 
V15STTH   0.017112  0.007416  2.307000  0.323400  1.788200  0.198 0.003 ** 
V40BRTH   0.016327  0.010384  1.572000  0.000000  1.423800  0.230 0.001 ***
V27NHHE   0.015988  0.007215  2.216000  1.646300  0.256000  0.262 0.006 ** 
V25WAG    0.015952  0.001857  8.589000  1.376000  0.000000  0.293 0.001 ***
V22SCR    0.015801  0.001670  9.460000  0.000000  1.364500  0.325 0.001 ***
V26WWCH   0.013884  0.008667  1.602000  0.000000  1.210300  0.352 0.022 *  
V18YTH    0.013759  0.008550  1.609000  0.000000  1.199300  0.379 0.024 *  
V28VS     0.012735  0.007685  1.657000  0.000000  1.088900  0.404 0.019 *  
V10WBSW   0.011739  0.009043  1.298000  1.760400  0.773600  0.428 0.081 .  
V3GF      0.011589  0.007893  1.468000  0.646500  1.569600  0.451 0.005 ** 
V33RWH    0.011462  0.006709  1.709000  0.579800  1.597500  0.473 0.026 *  
V69SKF    0.010219  0.006162  1.658000  0.000000  0.890600  0.494 0.004 ** 
V4BTH     0.010179  0.009715  1.048000  1.184200  1.975000  0.514 0.369    
V23RBFT   0.009465  0.006668  1.419000  0.937700  0.243500  0.532 0.316    
V46BHHE   0.009439  0.007230  1.305000  0.307900  0.931700  0.551 0.292    
V42SIL    0.009295  0.005353  1.736000  0.420400  0.761200  0.569 0.284    
V21ESP    0.009082  0.006693  1.357000  0.644000  1.346100  0.587 0.302    
V5GWH     0.008800  0.007323  1.202000  0.674800  1.309900  0.605 0.102    
V13RWB    0.008699  0.002320  3.750000  1.922100  1.170600  0.622 0.665    
V53MB     0.008525  0.006365  1.339000  0.250000  0.851600  0.639 0.033 *  
V36YFHE   0.008313  0.004873  1.706000  1.243700  1.319700  0.655 0.704    
V65LWB    0.008250  0.008548  0.965000  0.741500  0.000000  0.671 0.131    
V63DWS    0.008179  0.007487  1.092000  0.724800  0.243500  0.688 0.047 *  
V81SHBC   0.008171  0.006178  1.323000  0.271900  0.807100  0.704 0.099 .  
V19ER     0.008140  0.007125  1.143000  1.308600  0.654600  0.720 0.385    
V91NMIN   0.008026  0.008354  0.961000  0.719700  0.000000  0.736 0.069 .  
V7WEHE    0.007740  0.006507  1.189000  1.241500  1.318200  0.751 0.340    
V29CST    0.007736  0.004933  1.568000  1.059100  0.659900  0.766 0.208    
V20PCU    0.007716  0.008005  0.964000  0.000000  0.673000  0.782 0.161    
V9SFW     0.007643  0.007705  0.992000  1.734700  1.081900  0.797 0.201    
V56FTC    0.007448  0.006647  1.120000  0.615700  1.244700  0.811 0.293    
V14AUR    0.006977  0.007154  0.975000  0.962100  0.987000  0.825 0.375    
V35STP    0.006914  0.007551  0.916000  0.993200  1.011200  0.839 0.805    
V43GCU    0.006636  0.007051  0.941000  0.000000  0.583000  0.852 0.524    
V12LK     0.006350  0.005685  1.117000  0.801000  1.350100  0.865 0.043 *  
V16LR     0.006246  0.006500  0.961000  1.184900  1.479800  0.877 0.845    
V64BELL   0.005568  0.009988  0.557000  0.000000  0.492000  0.888 0.219    
V50CHE    0.004608  0.008269  0.557000  0.000000  0.384600  0.897 0.706    
V96DF     0.004006  0.007186  0.557000  0.000000  0.349000  0.905 0.104    
V41SPP    0.003877  0.002906  1.334000  1.200500  1.526000  0.913 0.906    
V24BFCS   0.003777  0.005287  0.714000  1.112500  0.794400  0.920 0.850    
V61SPW    0.003744  0.006716  0.557000  0.000000  0.326200  0.927 0.104    
V80RF     0.003648  0.006547  0.557000  0.000000  0.304500  0.935 0.847    
V2EYR     0.003593  0.002576  1.394000  1.599500  1.316800  0.942 0.865    
V38GAL    0.003574  0.006396  0.559000  0.323400  0.000000  0.949 0.780    
V87LFC    0.003254  0.005822  0.559000  0.289600  0.000000  0.955 0.538    
V8WNHE    0.003139  0.002678  1.172000  1.843200  1.582200  0.962 0.919    
V58OBO    0.003041  0.005456  0.557000  0.000000  0.261700  0.968 0.783    
V83SFC    0.003041  0.005456  0.557000  0.000000  0.261700  0.974 0.879    
V45MGLK   0.003006  0.005378  0.559000  0.271900  0.000000  0.980 0.762    
V1GST     0.002663  0.001997  1.334000  1.493300  1.577800  0.985 0.218    
V70RSL    0.002613  0.004676  0.559000  0.236400  0.000000  0.990 0.802    
V62RBTR   0.002557  0.004588  0.557000  0.000000  0.220000  0.995 0.469    
V66CBW    0.002557  0.004588  0.557000  0.000000  0.220000  1.000 0.541    
V30BTR    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V31AMAG   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V32SCC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V37WHIP   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V39FHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V44MUSK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V47RFC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V48YTBC   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V49LYRE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V51OWH    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V52TRM    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V54STHR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V55LHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V57PINK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V59YR     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V60LFB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V67GGC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V68PIL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V71PDOV   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V72CRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V73JW     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V74BCHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V75RCR    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V76GBB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V77RRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V78LLOR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V79YTHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V82AZKF   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V84YRTH   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V85ROSE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V86BCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V88WG     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V89PCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V90WTG    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V92NFB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V93DB     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V94RBEE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V95HBC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V97PCL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V98FLAME  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V99WWT    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V100WBWS  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V101LCOR  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V102KING  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Gippsland Ma_Box-Ironbark 

          average       sd    ratio      ava      avb cumsum     p    
V17WPHE  0.026261 0.003224 8.146000 2.247700 0.000000  0.046 0.001 ***
V18YTH   0.022239 0.002654 8.378000 0.000000 1.909900  0.086 0.001 ***
V34WSW   0.021534 0.002823 7.627000 1.856000 0.000000  0.124 0.001 ***
V10WBSW  0.020600 0.003335 6.178000 1.760400 0.000000  0.160 0.001 ***
V26WWCH  0.019377 0.002919 6.638000 0.000000 1.655500  0.195 0.001 ***
V27NHHE  0.019175 0.005389 3.559000 1.646300 0.000000  0.229 0.003 ** 
V6WTTR   0.017796 0.001927 9.234000 0.000000 1.525100  0.260 0.001 ***
V46BHHE  0.017556 0.007155 2.454000 0.307900 1.798900  0.291 0.001 ***
V39FHE   0.017550 0.003257 5.388000 0.000000 1.532700  0.322 0.001 ***
V25WAG   0.016052 0.002282 7.033000 1.376000 0.000000  0.351 0.001 ***
V22SCR   0.015788 0.003354 4.707000 0.000000 1.350800  0.379 0.002 ** 
V40BRTH  0.015511 0.009337 1.661000 0.000000 1.379300  0.406 0.009 ** 
V15STTH  0.015362 0.007523 2.042000 0.323400 1.627000  0.433 0.009 ** 
V44MUSK  0.013318 0.008639 1.542000 0.000000 1.180800  0.457 0.003 ** 
V58OBO   0.012439 0.003104 4.007000 0.000000 1.059200  0.479 0.002 ** 
V42SIL   0.012248 0.004880 2.510000 0.420400 1.255000  0.500 0.026 *  
V75RCR   0.011824 0.003514 3.365000 0.000000 1.000900  0.521 0.001 ***
V28VS    0.011169 0.006772 1.649000 0.000000 0.971800  0.541 0.067 .  
V11CR    0.011098 0.006986 1.589000 0.000000 0.992900  0.561 0.165    
V33RWH   0.010578 0.006786 1.559000 0.579800 1.512200  0.580 0.038 *  
V16LR    0.010525 0.007973 1.320000 1.184900 0.576500  0.598 0.084 .  
V3GF     0.010144 0.006630 1.530000 0.646500 1.330200  0.616 0.052 .  
V29CST   0.009753 0.005485 1.778000 1.059100 0.256000  0.633 0.034 *  
V23RBFT  0.009549 0.007039 1.357000 0.937700 0.320500  0.650 0.299    
V43GCU   0.009226 0.005611 1.644000 0.000000 0.818400  0.667 0.052 .  
V35STP   0.009032 0.007151 1.263000 0.993200 0.656700  0.683 0.226    
V36YFHE  0.008694 0.006441 1.350000 1.243700 1.383500  0.698 0.639    
V2EYR    0.008634 0.006941 1.244000 1.599500 0.874900  0.713 0.184    
V5GWH    0.008626 0.006596 1.308000 0.674800 1.171900  0.729 0.110    
V65LWB   0.008297 0.008644 0.960000 0.741500 0.000000  0.743 0.153    
V63DWS   0.008199 0.007646 1.072000 0.724800 0.220000  0.758 0.049 *  
V91NMIN  0.008072 0.008448 0.955000 0.719700 0.000000  0.772 0.067 .  
V21ESP   0.007818 0.008323 0.939000 0.644000 0.000000  0.786 0.715    
V7WEHE   0.007692 0.006430 1.196000 1.241500 1.296700  0.799 0.345    
V4BTH    0.007495 0.007712 0.972000 1.184200 1.520900  0.813 0.737    
V56FTC   0.007373 0.007510 0.982000 0.615700 0.281200  0.826 0.331    
V66CBW   0.007079 0.007358 0.962000 0.000000 0.566600  0.838 0.004 ** 
V90WTG   0.006660 0.007437 0.896000 0.000000 0.542000  0.850 0.044 *  
V70RSL   0.006539 0.006415 1.019000 0.236400 0.557400  0.862 0.271    
V61SPW   0.006393 0.006678 0.957000 0.000000 0.593000  0.873 0.014 *  
V19ER    0.006130 0.006577 0.932000 1.308600 0.846400  0.884 0.864    
V14AUR   0.005432 0.006537 0.831000 0.962100 1.211600  0.893 0.642    
V81SHBC  0.004610 0.006122 0.753000 0.271900 0.281200  0.902 0.923    
V12LK    0.004495 0.005039 0.892000 0.801000 1.122800  0.910 0.337    
V79YTHE  0.004087 0.007327 0.558000 0.000000 0.396100  0.917 0.042 *  
V9SFW    0.004012 0.003799 1.056000 1.734700 1.472800  0.924 0.735    
V30BTR   0.003950 0.007083 0.558000 0.000000 0.382900  0.931 0.627    
V38GAL   0.003595 0.006455 0.557000 0.323400 0.000000  0.937 0.770    
V13RWB   0.003563 0.001691 2.107000 1.922100 1.792200  0.944 0.998    
V41SPP   0.003386 0.002315 1.463000 1.200500 1.440100  0.950 0.887    
V87LFC   0.003273 0.005878 0.557000 0.289600 0.000000  0.955 0.552    
V45MGLK  0.003023 0.005428 0.557000 0.271900 0.000000  0.961 0.759    
V8WNHE   0.002915 0.000912 3.194000 1.843200 1.595400  0.966 0.930    
V53MB    0.002779 0.004990 0.557000 0.250000 0.000000  0.971 0.762    
V94RBEE  0.002642 0.004736 0.558000 0.000000 0.256000  0.976 0.414    
V96DF    0.002642 0.004736 0.558000 0.000000 0.256000  0.980 0.358    
V76GBB   0.002548 0.004573 0.557000 0.000000 0.210200  0.985 0.397    
V1GST    0.002444 0.001755 1.393000 1.493300 1.425700  0.989 0.321    
V88WG    0.002395 0.004296 0.557000 0.000000 0.210200  0.993 0.381    
V95HBC   0.002395 0.004296 0.557000 0.000000 0.210200  0.997 0.050 *  
V24BFCS  0.001441 0.001298 1.110000 1.112500 1.014400  1.000 0.985    
V20PCU   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V31AMAG  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V32SCC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V37WHIP  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V47RFC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V48YTBC  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V49LYRE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V50CHE   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V51OWH   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V52TRM   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V54STHR  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V55LHE   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V57PINK  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V59YR    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V60LFB   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V62RBTR  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V64BELL  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V67GGC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V68PIL   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V69SKF   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V71PDOV  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V72CRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V73JW    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V74BCHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V77RRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V78LLOR  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V80RF    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V82AZKF  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V83SFC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V84YRTH  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V85ROSE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V86BCOO  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V89PCOO  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V92NFB   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V93DB    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V97PCL   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V98FLAME 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V99WWT   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V100WBWS 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V101LCOR 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V102KING 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Gippsland Ma_River Red Gu 

           average        sd     ratio       ava       avb cumsum     p    
V32SCC    0.025596  0.002660  9.624000  0.000000  2.225000  0.041 0.001 ***
V13RWB    0.022078  0.001581 13.960000  1.922100  0.000000  0.077 0.001 ***
V10WBSW   0.020296  0.002871  7.069000  1.760400  0.000000  0.110 0.001 ***
V27NHHE   0.018894  0.005104  3.702000  1.646300  0.000000  0.140 0.003 ** 
V2EYR     0.018457  0.002843  6.492000  1.599500  0.000000  0.170 0.001 ***
V26WWCH   0.018125  0.001284 14.119000  0.000000  1.578000  0.199 0.004 ** 
V8WNHE    0.018039  0.006464  2.791000  1.843200  0.289600  0.228 0.001 ***
V30BTR    0.017484  0.001776  9.844000  0.000000  1.520300  0.257 0.002 ** 
V31AMAG   0.016036  0.001581 10.146000  0.000000  1.393900  0.283 0.002 ** 
V60LFB    0.015147  0.003696  4.098000  0.000000  1.312300  0.307 0.002 ** 
V38GAL    0.014698  0.007189  2.044000  0.323400  1.582800  0.331 0.002 ** 
V47RFC    0.014352  0.001420 10.106000  0.000000  1.251400  0.354 0.001 ***
V36YFHE   0.014260  0.009360  1.524000  1.243700  0.000000  0.377 0.016 *  
V7WEHE    0.013756  0.008586  1.602000  1.241500  0.000000  0.399 0.006 ** 
V41SPP    0.013744  0.002390  5.750000  1.200500  0.000000  0.421 0.002 ** 
V69SKF    0.013273  0.001217 10.902000  0.000000  1.156400  0.443 0.002 ** 
V4BTH     0.013108  0.008293  1.581000  1.184200  0.000000  0.464 0.083 .  
V70RSL    0.011108  0.007818  1.421000  0.236400  1.085200  0.482 0.009 ** 
V45MGLK   0.010974  0.005854  1.875000  0.271900  1.216900  0.500 0.002 ** 
V98FLAME  0.010959  0.006960  1.575000  0.000000  0.964700  0.517 0.003 ** 
V73JW     0.010616  0.006635  1.600000  0.000000  0.934100  0.534 0.001 ***
V34WSW    0.010143  0.007370  1.376000  1.856000  0.961700  0.551 0.175    
V52TRM    0.009996  0.006422  1.556000  0.000000  0.871300  0.567 0.007 ** 
V18YTH    0.009754  0.010215  0.955000  0.000000  0.845000  0.583 0.250    
V93DB     0.009507  0.005742  1.656000  0.000000  0.829800  0.598 0.001 ***
V91NMIN   0.008898  0.008710  1.022000  0.719700  0.767400  0.612 0.018 *  
V15STTH   0.008597  0.008559  1.004000  0.323400  0.745400  0.626 0.482    
V3GF      0.008595  0.004954  1.735000  0.646500  1.077300  0.640 0.101    
V6WTTR    0.008498  0.008891  0.956000  0.000000  0.736100  0.654 0.327    
V94RBEE   0.008405  0.005103  1.647000  0.000000  0.732200  0.667 0.001 ***
V65LWB    0.008183  0.008484  0.965000  0.741500  0.000000  0.681 0.143    
V23RBFT   0.008089  0.005959  1.357000  0.937700  0.456500  0.694 0.568    
V63DWS    0.008008  0.008299  0.965000  0.724800  0.000000  0.707 0.059 .  
V28VS     0.007914  0.008215  0.963000  0.000000  0.686000  0.720 0.599    
V35STP    0.007822  0.007933  0.986000  0.993200  1.638300  0.732 0.572    
V5GWH     0.007810  0.005625  1.388000  0.674800  0.765000  0.745 0.169    
V21ESP    0.007696  0.008143  0.945000  0.644000  0.000000  0.757 0.732    
V59YR     0.007520  0.007810  0.963000  0.000000  0.651800  0.769 0.001 ***
V42SIL    0.007277  0.009602  0.758000  0.420400  0.442300  0.781 0.772    
V56FTC    0.007269  0.006882  1.056000  0.615700  0.220000  0.793 0.338    
V88WG     0.007075  0.007399  0.956000  0.000000  0.612900  0.804 0.002 ** 
V90WTG    0.007075  0.007399  0.956000  0.000000  0.612900  0.816 0.020 *  
V99WWT    0.007063  0.007361  0.959000  0.000000  0.615300  0.827 0.001 ***
V58OBO    0.007005  0.007268  0.964000  0.000000  0.611700  0.838 0.092 .  
V9SFW     0.006866  0.003914  1.754000  1.734700  1.145500  0.849 0.328    
V33RWH    0.006745  0.006466  1.043000  0.579800  0.532700  0.860 0.615    
V20PCU    0.006711  0.007071  0.949000  0.000000  0.602800  0.871 0.494    
V16LR     0.006244  0.004942  1.264000  1.184900  1.252000  0.881 0.846    
V72CRP    0.006087  0.006321  0.963000  0.000000  0.545600  0.891 0.001 ***
V92NFB    0.006062  0.006313  0.960000  0.000000  0.513100  0.901 0.011 *  
V71PDOV   0.006011  0.006489  0.926000  0.000000  0.530500  0.910 0.001 ***
V12LK     0.005937  0.005887  1.009000  0.801000  0.910300  0.920 0.074 .  
V14AUR    0.005129  0.006478  0.792000  0.962100  1.237700  0.928 0.683    
V87LFC    0.005124  0.006716  0.763000  0.289600  0.314400  0.937 0.222    
V84YRTH   0.004535  0.008137  0.557000  0.000000  0.389600  0.944 0.040 *  
V101LCOR  0.004040  0.007245  0.558000  0.000000  0.370000  0.951 0.003 ** 
V53MB     0.004022  0.005167  0.778000  0.250000  0.210200  0.957 0.583    
V29CST    0.003883  0.005041  0.770000  1.059100  0.776000  0.963 0.983    
V46BHHE   0.003418  0.006118  0.559000  0.307900  0.000000  0.969 0.983    
V74BCHE   0.003144  0.005642  0.557000  0.000000  0.261700  0.974 0.001 ***
V81SHBC   0.003030  0.005425  0.559000  0.271900  0.000000  0.979 0.996    
V17WPHE   0.002749  0.001706  1.611000  2.247700  2.034900  0.983 0.981    
V24BFCS   0.002646  0.002193  1.206000  1.112500  1.328700  0.988 0.913    
V95HBC    0.002389  0.004287  0.557000  0.000000  0.198800  0.991 0.049 *  
V1GST     0.002019  0.001634  1.236000  1.493300  1.343300  0.995 0.574    
V19ER     0.001923  0.001172  1.640000  1.308600  1.397300  0.998 0.999    
V25WAG    0.001422  0.001101  1.292000  1.376000  1.365200  1.000 0.964    
V11CR     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V22SCR    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V37WHIP   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V39FHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V40BRTH   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V43GCU    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V44MUSK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V48YTBC   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V49LYRE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V50CHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V51OWH    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V54STHR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V55LHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V57PINK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V61SPW    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V62RBTR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V64BELL   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V66CBW    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V67GGC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V68PIL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V75RCR    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V76GBB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V77RRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V78LLOR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V79YTHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V80RF     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V82AZKF   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V83SFC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V85ROSE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V86BCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V89PCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V96DF     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V97PCL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V100WBWS  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V102KING  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Montane Fore_Foothills Wo 

          average       sd    ratio      ava      avb cumsum     p   
V40BRTH  0.014435 0.009183 1.571800 0.000000 1.423800  0.042 0.008 **
V18YTH   0.012164 0.007560 1.609000 0.000000 1.199300  0.077 0.054 . 
V26WWCH  0.010745 0.008003 1.342600 0.462400 1.210300  0.108 0.159   
V22SCR   0.010509 0.005505 1.909200 0.317500 1.364500  0.138 0.043 * 
V37WHIP  0.010114 0.006054 1.670700 1.020400 0.000000  0.168 0.018 * 
V48YTBC  0.009915 0.005918 1.675400 0.958400 0.000000  0.196 0.021 * 
V83SFC   0.009752 0.004877 1.999500 1.220000 0.261700  0.224 0.029 * 
V10WBSW  0.009395 0.007408 1.268200 1.622600 0.773600  0.251 0.369   
V67GGC   0.009162 0.005646 1.622600 0.926600 0.000000  0.278 0.007 **
V69SKF   0.009034 0.005447 1.658400 0.000000 0.890600  0.304 0.036 * 
V53MB    0.008754 0.005324 1.644300 0.000000 0.851600  0.329 0.023 * 
V33RWH   0.008585 0.007066 1.215100 0.753700 1.597500  0.354 0.278   
V46BHHE  0.008556 0.006287 1.361000 0.828800 0.931700  0.379 0.496   
V13RWB   0.008482 0.004846 1.750400 0.662400 1.170600  0.403 0.713   
V49LYRE  0.007927 0.004849 1.634700 0.803100 0.000000  0.426 0.024 * 
V68PIL   0.007799 0.004781 1.631300 0.785200 0.000000  0.449 0.019 * 
V80RF    0.007785 0.006023 1.292600 0.913500 0.304500  0.471 0.131   
V54STHR  0.007684 0.004615 1.665200 0.758900 0.000000  0.493 0.007 **
V23RBFT  0.007670 0.005612 1.366800 0.883700 0.243500  0.516 0.700   
V28VS    0.007670 0.007611 1.007700 0.709200 1.088900  0.538 0.660   
V43GCU   0.007662 0.005636 1.359400 1.256100 0.583000  0.560 0.197   
V16LR    0.007478 0.006026 1.241100 1.023200 1.479800  0.582 0.644   
V20PCU   0.006977 0.006456 1.080800 1.268100 0.673000  0.602 0.378   
V19ER    0.006769 0.006493 1.042500 0.266900 0.654600  0.621 0.755   
V29CST   0.006698 0.006812 0.983200 0.314400 0.659900  0.641 0.537   
V50CHE   0.006550 0.006045 1.083500 0.509600 0.384600  0.659 0.508   
V35STP   0.006186 0.006202 0.997400 0.944200 1.011200  0.677 0.856   
V42SIL   0.006120 0.004742 1.290500 1.363600 0.761200  0.695 0.914   
V24BFCS  0.005843 0.005215 1.120300 0.496700 0.794400  0.712 0.426   
V14AUR   0.005747 0.006056 0.948900 0.919800 0.987000  0.729 0.586   
V55LHE   0.005677 0.005865 0.967900 0.590500 0.000000  0.745 0.283   
V36YFHE  0.005166 0.005585 0.925100 1.134500 1.319700  0.760 0.966   
V9SFW    0.005041 0.006178 0.815900 1.525000 1.081900  0.774 0.599   
V64BELL  0.004931 0.008845 0.557500 0.000000 0.492000  0.789 0.365   
V86BCOO  0.004867 0.005040 0.965600 0.481700 0.000000  0.803 0.115   
V81SHBC  0.004290 0.004697 0.913300 1.191300 0.807100  0.815 0.960   
V62RBTR  0.004175 0.005389 0.774800 0.281200 0.220000  0.827 0.174   
V21ESP   0.003642 0.002780 1.310000 1.502100 1.346100  0.838 0.989   
V96DF    0.003541 0.006353 0.557400 0.000000 0.349000  0.848 0.228   
V4BTH    0.003496 0.002575 1.358000 2.294000 1.975000  0.858 0.951   
V61SPW   0.003310 0.005938 0.557400 0.000000 0.326200  0.868 0.250   
V8WNHE   0.003301 0.002559 1.290000 1.709100 1.582200  0.877 0.895   
V85ROSE  0.003237 0.005792 0.558900 0.331700 0.000000  0.886 0.358   
V7WEHE   0.002775 0.001747 1.588400 1.224500 1.318200  0.894 0.957   
V27NHHE  0.002698 0.004842 0.557300 0.000000 0.256000  0.902 0.969   
V58OBO   0.002685 0.004816 0.557400 0.000000 0.261700  0.910 0.869   
V11CR    0.002557 0.001689 1.513300 1.710400 1.484400  0.917 0.992   
V63DWS   0.002440 0.004377 0.557500 0.000000 0.243500  0.924 0.834   
V57PINK  0.002440 0.004365 0.558900 0.250000 0.000000  0.931 0.465   
V76GBB   0.002313 0.004139 0.558900 0.220000 0.000000  0.938 0.588   
V66CBW   0.002257 0.004050 0.557400 0.000000 0.220000  0.945 0.602   
V102KING 0.002240 0.004008 0.558900 0.236400 0.000000  0.951 0.322   
V41SPP   0.002181 0.001351 1.614700 1.352200 1.526000  0.958 0.935   
V51OWH   0.002147 0.003842 0.558900 0.220000 0.000000  0.964 0.595   
V1GST    0.002076 0.002289 0.906700 1.379200 1.577800  0.970 0.524   
V2EYR    0.002039 0.001545 1.319900 1.440100 1.316800  0.976 0.965   
V15STTH  0.001903 0.001654 1.150800 1.857500 1.788200  0.981 0.993   
V5GWH    0.001891 0.001382 1.367800 1.486100 1.309900  0.987 0.975   
V3GF     0.001741 0.001033 1.685600 1.724600 1.569600  0.992 0.991   
V6WTTR   0.001138 0.000630 1.805600 1.567100 1.579900  0.995 0.993   
V56FTC   0.001005 0.000717 1.402700 1.231300 1.244700  0.998 1.000   
V12LK    0.000762 0.000683 1.116400 1.324100 1.350100  1.000 1.000   
V17WPHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V25WAG   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V30BTR   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V31AMAG  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V32SCC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V34WSW   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V38GAL   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V39FHE   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V44MUSK  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V45MGLK  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V47RFC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V52TRM   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V59YR    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V60LFB   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V65LWB   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V70RSL   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V71PDOV  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V72CRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V73JW    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V74BCHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V75RCR   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V77RRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V78LLOR  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V79YTHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V82AZKF  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V84YRTH  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V87LFC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V88WG    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V89PCOO  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V90WTG   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V91NMIN  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V92NFB   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V93DB    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V94RBEE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V95HBC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V97PCL   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V98FLAME 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V99WWT   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V100WBWS 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
V101LCOR 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA   
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Montane Fore_Box-Ironbark 

           average        sd     ratio       ava       avb cumsum     p    
V18YTH    0.019614  0.002267  8.650000  0.000000  1.909900  0.042 0.002 ** 
V10WBSW   0.016737  0.002289  7.312000  1.622600  0.000000  0.079 0.004 ** 
V39FHE    0.015508  0.003007  5.157000  0.000000  1.532700  0.112 0.002 ** 
V21ESP    0.015277  0.002850  5.360000  1.502100  0.000000  0.145 0.005 ** 
V40BRTH   0.013739  0.008267  1.662000  0.000000  1.379300  0.175 0.019 *  
V20PCU    0.013073  0.001670  7.829000  1.268100  0.000000  0.203 0.007 ** 
V26WWCH   0.012932  0.006735  1.920000  0.462400  1.655500  0.231 0.030 *  
V13RWB    0.012500  0.008069  1.549000  0.662400  1.792200  0.258 0.053 .  
V83SFC    0.012497  0.001221 10.232000  1.220000  0.000000  0.285 0.004 ** 
V44MUSK   0.011793  0.007641  1.543000  0.000000  1.180800  0.310 0.010 ** 
V58OBO    0.010960  0.002648  4.139000  0.000000  1.059200  0.334 0.002 ** 
V22SCR    0.010674  0.005558  1.920000  0.317500  1.350800  0.357 0.035 *  
V46BHHE   0.010527  0.009610  1.095000  0.828800  1.798900  0.380 0.113    
V75RCR    0.010410  0.003002  3.468000  0.000000  1.000900  0.402 0.001 ***
V37WHIP   0.010161  0.006135  1.656000  1.020400  0.000000  0.424 0.022 *  
V56FTC    0.010047  0.005497  1.828000  1.231300  0.281200  0.446 0.042 *  
V48YTBC   0.009965  0.006005  1.659000  0.958400  0.000000  0.468 0.026 *  
V81SHBC   0.009699  0.005338  1.817000  1.191300  0.281200  0.489 0.011 *  
V67GGC    0.009203  0.005719  1.609000  0.926600  0.000000  0.508 0.006 ** 
V80RF     0.009127  0.005635  1.620000  0.913500  0.000000  0.528 0.056 .  
V16LR     0.008206  0.006541  1.255000  1.023200  0.576500  0.546 0.472    
V11CR     0.008012  0.007131  1.124000  1.710400  0.992900  0.563 0.747    
V49LYRE   0.007963  0.004911  1.621000  0.803100  0.000000  0.581 0.018 *  
V4BTH     0.007900  0.002729  2.895000  2.294000  1.520900  0.598 0.655    
V33RWH    0.007855  0.007080  1.109000  0.753700  1.512200  0.615 0.401    
V23RBFT   0.007852  0.005901  1.331000  0.883700  0.320500  0.631 0.678    
V68PIL    0.007835  0.004844  1.617000  0.785200  0.000000  0.648 0.013 *  
V35STP    0.007792  0.006378  1.222000  0.944200  0.656700  0.665 0.606    
V54STHR   0.007721  0.004680  1.650000  0.758900  0.000000  0.682 0.005 ** 
V28VS     0.007362  0.006716  1.096000  0.709200  0.971800  0.698 0.756    
V19ER     0.007289  0.005572  1.308000  0.266900  0.846400  0.714 0.599    
V36YFHE   0.006921  0.005444  1.271000  1.134500  1.383500  0.729 0.900    
V66CBW    0.006194  0.006437  0.962000  0.000000  0.566600  0.742 0.024 *  
V24BFCS   0.005995  0.005034  1.191000  0.496700  1.014400  0.755 0.357    
V2EYR     0.005841  0.005810  1.005000  1.440100  0.874900  0.768 0.594    
V90WTG    0.005838  0.006497  0.899000  0.000000  0.542000  0.780 0.096 .  
V70RSL    0.005780  0.006013  0.961000  0.000000  0.557400  0.793 0.340    
V55LHE    0.005702  0.005915  0.964000  0.590500  0.000000  0.805 0.256    
V61SPW    0.005691  0.005950  0.956000  0.000000  0.593000  0.817 0.051 .  
V50CHE    0.005164  0.005411  0.954000  0.509600  0.000000  0.829 0.653    
V86BCOO   0.004890  0.005087  0.961000  0.481700  0.000000  0.839 0.080 .  
V43GCU    0.004840  0.005651  0.857000  1.256100  0.818400  0.850 0.869    
V29CST    0.004252  0.005499  0.773000  0.314400  0.256000  0.859 0.960    
V14AUR    0.004172  0.005415  0.771000  0.919800  1.211600  0.868 0.847    
V3GF      0.004016  0.002231  1.800000  1.724600  1.330200  0.876 0.685    
V79YTHE   0.003656  0.006555  0.558000  0.000000  0.396100  0.884 0.200    
V30BTR    0.003534  0.006336  0.558000  0.000000  0.382900  0.892 0.802    
V76GBB    0.003414  0.004520  0.755000  0.220000  0.210200  0.899 0.290    
V5GWH     0.003383  0.002341  1.445000  1.486100  1.171900  0.907 0.783    
V85ROSE   0.003252  0.005834  0.557000  0.331700  0.000000  0.914 0.336    
V62RBTR   0.003172  0.005698  0.557000  0.281200  0.000000  0.920 0.373    
V8WNHE    0.002763  0.002154  1.282000  1.709100  1.595400  0.926 0.959    
V15STTH   0.002604  0.001970  1.321000  1.857500  1.627000  0.932 0.960    
V57PINK   0.002450  0.004397  0.557000  0.250000  0.000000  0.937 0.451    
V9SFW     0.002418  0.002010  1.203000  1.525000  1.472800  0.943 0.960    
V94RBEE   0.002363  0.004237  0.558000  0.000000  0.256000  0.948 0.572    
V96DF     0.002363  0.004237  0.558000  0.000000  0.256000  0.953 0.529    
V102KING  0.002249  0.004035  0.557000  0.236400  0.000000  0.958 0.313    
V7WEHE    0.002224  0.001655  1.344000  1.224500  1.296700  0.963 0.988    
V51OWH    0.002157  0.003870  0.557000  0.220000  0.000000  0.967 0.576    
V88WG     0.002119  0.003801  0.557000  0.000000  0.210200  0.972 0.477    
V95HBC    0.002119  0.003801  0.557000  0.000000  0.210200  0.976 0.311    
V12LK     0.002086  0.000765  2.726000  1.324100  1.122800  0.981 0.603    
V63DWS    0.002031  0.003641  0.558000  0.000000  0.220000  0.985 0.925    
V42SIL    0.002007  0.001772  1.133000  1.363600  1.255000  0.990 1.000    
V1GST     0.001927  0.000613  3.143000  1.379200  1.425700  0.994 0.633    
V41SPP    0.001767  0.001227  1.439000  1.352200  1.440100  0.998 0.951    
V6WTTR    0.001142  0.000614  1.860000  1.567100  1.525100  1.000 0.996    
V17WPHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V25WAG    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V27NHHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V31AMAG   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V32SCC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V34WSW    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V38GAL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V45MGLK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V47RFC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V52TRM    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V53MB     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V59YR     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V60LFB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V64BELL   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V65LWB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V69SKF    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V71PDOV   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V72CRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V73JW     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V74BCHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V77RRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V78LLOR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V82AZKF   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V84YRTH   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V87LFC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V89PCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V91NMIN   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V92NFB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V93DB     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V97PCL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V98FLAME  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V99WWT    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V100WBWS  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V101LCOR  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Montane Fore_River Red Gu 

           average        sd     ratio       ava       avb cumsum     p    
V4BTH     0.023240  0.001423 16.334000  2.294000  0.000000  0.032 0.001 ***
V32SCC    0.022619  0.002319  9.752000  0.000000  2.225000  0.062 0.002 ** 
V17WPHE   0.020648  0.001817 11.364000  0.000000  2.034900  0.090 0.005 ** 
V11CR     0.017360  0.001975  8.790000  1.710400  0.000000  0.114 0.003 ** 
V10WBSW   0.016529  0.001948  8.485000  1.622600  0.000000  0.136 0.005 ** 
V38GAL    0.016118  0.001999  8.065000  0.000000  1.582800  0.158 0.001 ***
V30BTR    0.015451  0.001552  9.955000  0.000000  1.520300  0.179 0.001 ***
V21ESP    0.015090  0.002641  5.713000  1.502100  0.000000  0.200 0.005 ** 
V2EYR     0.014573  0.001010 14.428000  1.440100  0.000000  0.220 0.001 ***
V8WNHE    0.014442  0.006232  2.317000  1.709100  0.289600  0.239 0.007 ** 
V31AMAG   0.014171  0.001380 10.268000  0.000000  1.393900  0.258 0.002 ** 
V25WAG    0.013859  0.001151 12.039000  0.000000  1.365200  0.277 0.003 ** 
V41SPP    0.013725  0.001684  8.149000  1.352200  0.000000  0.296 0.005 ** 
V60LFB    0.013381  0.003234  4.138000  0.000000  1.312300  0.314 0.001 ***
V47RFC    0.012687  0.001289  9.845000  0.000000  1.251400  0.331 0.002 ** 
V43GCU    0.012658  0.001321  9.581000  1.256100  0.000000  0.348 0.002 ** 
V7WEHE    0.012401  0.000859 14.431000  1.224500  0.000000  0.365 0.010 ** 
V26WWCH   0.012397  0.005637  2.199000  0.462400  1.578000  0.382 0.056 .  
V83SFC    0.012343  0.000888 13.906000  1.220000  0.000000  0.399 0.003 ** 
V45MGLK   0.012337  0.001123 10.986000  0.000000  1.216900  0.416 0.003 ** 
V81SHBC   0.012054  0.001019 11.835000  1.191300  0.000000  0.432 0.005 ** 
V69SKF    0.011732  0.001094 10.720000  0.000000  1.156400  0.448 0.004 ** 
V42SIL    0.011523  0.004695  2.455000  1.363600  0.442300  0.464 0.040 *  
V19ER     0.011415  0.005033  2.268000  0.266900  1.397300  0.479 0.028 *  
V36YFHE   0.011410  0.006858  1.664000  1.134500  0.000000  0.495 0.112    
V15STTH   0.011292  0.008100  1.394000  1.857500  0.745400  0.510 0.142    
V70RSL    0.010957  0.007153  1.532000  0.000000  1.085200  0.525 0.011 *  
V56FTC    0.010350  0.004225  2.450000  1.231300  0.220000  0.539 0.037 *  
V37WHIP   0.010040  0.006016  1.669000  1.020400  0.000000  0.552 0.019 *  
V48YTBC   0.009839  0.005880  1.673000  0.958400  0.000000  0.566 0.024 *  
V34WSW    0.009813  0.006345  1.546000  0.000000  0.961700  0.579 0.185    
V98FLAME  0.009699  0.006152  1.577000  0.000000  0.964700  0.592 0.013 *  
V73JW     0.009395  0.005864  1.602000  0.000000  0.934100  0.605 0.001 ***
V67GGC    0.009094  0.005611  1.621000  0.926600  0.000000  0.618 0.007 ** 
V80RF     0.009018  0.005525  1.632000  0.913500  0.000000  0.630 0.068 .  
V52TRM    0.008836  0.005669  1.559000  0.000000  0.871300  0.642 0.029 *  
V6WTTR    0.008775  0.007475  1.174000  1.567100  0.736100  0.654 0.281    
V18YTH    0.008617  0.009023  0.955000  0.000000  0.845000  0.665 0.500    
V24BFCS   0.008611  0.005836  1.475000  0.496700  1.328700  0.677 0.022 *  
V93DB     0.008405  0.005073  1.657000  0.000000  0.829800  0.689 0.003 ** 
V91NMIN   0.007934  0.008238  0.963000  0.000000  0.767400  0.699 0.061 .  
V46BHHE   0.007914  0.008183  0.967000  0.828800  0.000000  0.710 0.657    
V49LYRE   0.007869  0.004819  1.633000  0.803100  0.000000  0.721 0.024 *  
V33RWH    0.007804  0.006307  1.237000  0.753700  0.532700  0.731 0.430    
V68PIL    0.007742  0.004750  1.630000  0.785200  0.000000  0.742 0.020 *  
V54STHR   0.007627  0.004585  1.663000  0.758900  0.000000  0.752 0.008 ** 
V20PCU    0.007523  0.006020  1.250000  1.268100  0.602800  0.762 0.220    
V94RBEE   0.007429  0.004516  1.645000  0.000000  0.732200  0.772 0.005 ** 
V5GWH     0.007231  0.004781  1.512000  1.486100  0.765000  0.782 0.216    
V28VS     0.007207  0.007247  0.994000  0.709200  0.686000  0.792 0.759    
V29CST    0.007165  0.004999  1.433000  0.314400  0.776000  0.802 0.338    
V35STP    0.007050  0.006207  1.136000  0.944200  1.638300  0.811 0.760    
V59YR     0.006644  0.006900  0.963000  0.000000  0.651800  0.820 0.013 *  
V23RBFT   0.006615  0.005151  1.284000  0.883700  0.456500  0.829 0.883    
V3GF      0.006534  0.001821  3.589000  1.724600  1.077300  0.838 0.416    
V13RWB    0.006293  0.007149  0.880000  0.662400  0.000000  0.847 0.941    
V16LR     0.006278  0.005139  1.222000  1.023200  1.252000  0.855 0.854    
V88WG     0.006250  0.006536  0.956000  0.000000  0.612900  0.864 0.013 *  
V90WTG    0.006250  0.006536  0.956000  0.000000  0.612900  0.872 0.070 .  
V99WWT    0.006243  0.006502  0.960000  0.000000  0.615300  0.881 0.019 *  
V58OBO    0.006193  0.006425  0.964000  0.000000  0.611700  0.889 0.257    
V55LHE    0.005637  0.005827  0.967000  0.590500  0.000000  0.897 0.284    
V72CRP    0.005399  0.005608  0.963000  0.000000  0.545600  0.904 0.016 *  
V92NFB    0.005341  0.005564  0.960000  0.000000  0.513100  0.911 0.093 .  
V71PDOV   0.005320  0.005756  0.924000  0.000000  0.530500  0.919 0.036 *  
V50CHE    0.005101  0.005325  0.958000  0.509600  0.000000  0.926 0.686    
V86BCOO   0.004831  0.005006  0.965000  0.481700  0.000000  0.932 0.120    
V9SFW     0.004284  0.002149  1.993000  1.525000  1.145500  0.938 0.683    
V12LK     0.004232  0.005626  0.752000  1.324100  0.910300  0.944 0.376    
V14AUR    0.004098  0.005269  0.778000  0.919800  1.237700  0.949 0.845    
V84YRTH   0.004003  0.007182  0.557000  0.000000  0.389600  0.955 0.190    
V101LCOR  0.003592  0.006442  0.558000  0.000000  0.370000  0.960 0.183    
V22SCR    0.003532  0.006323  0.559000  0.317500  0.000000  0.964 0.890    
V85ROSE   0.003214  0.005752  0.559000  0.331700  0.000000  0.969 0.392    
V62RBTR   0.003128  0.005600  0.559000  0.281200  0.000000  0.973 0.389    
V87LFC    0.003051  0.005472  0.558000  0.000000  0.314400  0.977 0.613    
V74BCHE   0.002765  0.004961  0.557000  0.000000  0.261700  0.981 0.180    
V57PINK   0.002422  0.004335  0.559000  0.250000  0.000000  0.984 0.514    
V76GBB    0.002296  0.004109  0.559000  0.220000  0.000000  0.987 0.607    
V102KING  0.002224  0.003981  0.559000  0.236400  0.000000  0.990 0.369    
V53MB     0.002160  0.003875  0.557000  0.000000  0.210200  0.993 0.874    
V51OWH    0.002132  0.003815  0.559000  0.220000  0.000000  0.996 0.634    
V95HBC    0.002101  0.003770  0.557000  0.000000  0.198800  0.999 0.348    
V1GST     0.000715  0.000313  2.283000  1.379200  1.343300  1.000 0.998    
V27NHHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V39FHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V40BRTH   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V44MUSK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V61SPW    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V63DWS    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V64BELL   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V65LWB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V66CBW    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V75RCR    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V77RRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V78LLOR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V79YTHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V82AZKF   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V89PCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V96DF     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V97PCL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V100WBWS  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Foothills Wo_Box-Ironbark 

          average       sd    ratio      ava      avb cumsum     p    
V39FHE   0.015833 0.002871 5.514000 0.000000 1.532700  0.047 0.001 ***
V21ESP   0.014135 0.003111 4.543000 1.346100 0.000000  0.089 0.010 ** 
V44MUSK  0.012037 0.007747 1.554000 0.000000 1.180800  0.125 0.007 ** 
V75RCR   0.010634 0.002985 3.562000 0.000000 1.000900  0.157 0.001 ***
V56FTC   0.010423 0.005633 1.850000 1.244700 0.281200  0.188 0.019 *  
V16LR    0.009727 0.006963 1.397000 1.479800 0.576500  0.217 0.174    
V40BRTH  0.009298 0.009205 1.010000 1.423800 1.379300  0.245 0.220    
V69SKF   0.009269 0.005598 1.656000 0.890600 0.000000  0.273 0.023 *  
V46BHHE  0.009105 0.006329 1.439000 0.931700 1.798900  0.300 0.334    
V53MB    0.008985 0.005474 1.641000 0.851600 0.000000  0.327 0.018 *  
V58OBO   0.008774 0.004921 1.783000 0.261700 1.059200  0.353 0.026 *  
V35STP   0.008296 0.006636 1.250000 1.011200 0.656700  0.378 0.426    
V10WBSW  0.008277 0.008818 0.939000 0.773600 0.000000  0.402 0.647    
V18YTH   0.007632 0.008144 0.937000 1.199300 1.909900  0.425 0.577    
V81SHBC  0.007489 0.005740 1.305000 0.807100 0.281200  0.447 0.169    
V20PCU   0.006999 0.007268 0.963000 0.673000 0.000000  0.468 0.368    
V19ER    0.006999 0.005848 1.197000 0.654600 0.846400  0.489 0.726    
V29CST   0.006862 0.006603 1.039000 0.659900 0.256000  0.510 0.444    
V43GCU   0.006594 0.005495 1.200000 0.583000 0.818400  0.529 0.536    
V13RWB   0.006454 0.003518 1.834000 1.170600 1.792200  0.549 0.940    
V11CR    0.006420 0.006540 0.982000 1.484400 0.992900  0.568 0.930    
V28VS    0.006385 0.006620 0.964000 1.088900 0.971800  0.587 0.876    
V61SPW   0.006374 0.006302 1.011000 0.326200 0.593000  0.606 0.025 *  
V66CBW   0.006186 0.005875 1.053000 0.220000 0.566600  0.624 0.028 *  
V26WWCH  0.006051 0.007359 0.822000 1.210300 1.655500  0.642 0.870    
V90WTG   0.005966 0.006614 0.902000 0.000000 0.542000  0.660 0.089 .  
V70RSL   0.005903 0.006116 0.965000 0.000000 0.557400  0.678 0.323    
V9SFW    0.005785 0.005795 0.998000 1.081900 1.472800  0.695 0.493    
V42SIL   0.005356 0.004742 1.130000 0.761200 1.255000  0.711 0.959    
V2EYR    0.005255 0.005672 0.927000 1.316800 0.874900  0.727 0.749    
V64BELL  0.005057 0.009076 0.557000 0.492000 0.000000  0.742 0.325    
V4BTH    0.005028 0.003157 1.593000 1.975000 1.520900  0.757 0.842    
V96DF    0.004848 0.006302 0.769000 0.349000 0.256000  0.771 0.084 .  
V23RBFT  0.004574 0.005837 0.784000 0.243500 0.320500  0.785 0.981    
V36YFHE  0.004518 0.002675 1.689000 1.319700 1.383500  0.798 0.977    
V14AUR   0.004445 0.005204 0.854000 0.987000 1.211600  0.812 0.801    
V50CHE   0.004163 0.007474 0.557000 0.384600 0.000000  0.824 0.792    
V79YTHE  0.003726 0.006667 0.559000 0.000000 0.396100  0.835 0.176    
V30BTR   0.003602 0.006445 0.559000 0.000000 0.382900  0.846 0.800    
V63DWS   0.003558 0.004682 0.760000 0.243500 0.220000  0.857 0.689    
V24BFCS  0.003325 0.004364 0.762000 0.794400 1.014400  0.867 0.880    
V80RF    0.003296 0.005917 0.557000 0.304500 0.000000  0.876 0.871    
V7WEHE   0.003045 0.002323 1.311000 1.318200 1.296700  0.885 0.920    
V1GST    0.002847 0.001972 1.444000 1.577800 1.425700  0.894 0.132    
V27NHHE  0.002771 0.004976 0.557000 0.256000 0.000000  0.902 0.964    
V83SFC   0.002755 0.004946 0.557000 0.261700 0.000000  0.910 0.919    
V15STTH  0.002694 0.001759 1.532000 1.788200 1.627000  0.918 0.954    
V3GF     0.002586 0.002274 1.137000 1.569600 1.330200  0.926 0.947    
V94RBEE  0.002409 0.004310 0.559000 0.000000 0.256000  0.933 0.560    
V12LK    0.002400 0.001272 1.887000 1.350100 1.122800  0.941 0.526    
V62RBTR  0.002317 0.004159 0.557000 0.220000 0.000000  0.947 0.593    
V8WNHE   0.002311 0.000652 3.548000 1.582200 1.595400  0.954 0.978    
V76GBB   0.002287 0.004092 0.559000 0.000000 0.210200  0.961 0.617    
V22SCR   0.002258 0.001532 1.474000 1.364500 1.350800  0.968 0.972    
V5GWH    0.002206 0.001744 1.265000 1.309900 1.171900  0.975 0.940    
V88WG    0.002163 0.003870 0.559000 0.000000 0.210200  0.981 0.469    
V95HBC   0.002163 0.003870 0.559000 0.000000 0.210200  0.987 0.234    
V33RWH   0.001840 0.001210 1.520000 1.597500 1.512200  0.993 0.996    
V41SPP   0.001677 0.001086 1.544000 1.526000 1.440100  0.998 0.968    
V6WTTR   0.000709 0.000533 1.332000 1.579900 1.525100  1.000 1.000    
V17WPHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V25WAG   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V31AMAG  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V32SCC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V34WSW   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V37WHIP  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V38GAL   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V45MGLK  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V47RFC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V48YTBC  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V49LYRE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V51OWH   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V52TRM   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V54STHR  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V55LHE   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V57PINK  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V59YR    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V60LFB   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V65LWB   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V67GGC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V68PIL   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V71PDOV  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V72CRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V73JW    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V74BCHE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V77RRP   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V78LLOR  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V82AZKF  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V84YRTH  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V85ROSE  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V86BCOO  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V87LFC   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V89PCOO  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V91NMIN  0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V92NFB   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V93DB    0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V97PCL   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V98FLAME 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V99WWT   0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V100WBWS 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V101LCOR 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
V102KING 0.000000 0.000000      NaN 0.000000 0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Foothills Wo_River Red Gu 

           average        sd     ratio       ava       avb cumsum     p    
V32SCC    0.023093  0.001828 12.633000  0.000000  2.225000  0.035 0.001 ***
V17WPHE   0.021080  0.001241 16.985000  0.000000  2.034900  0.067 0.008 ** 
V4BTH     0.020489  0.002659  7.707000  1.975000  0.000000  0.098 0.001 ***
V38GAL    0.016457  0.001736  9.477000  0.000000  1.582800  0.123 0.001 ***
V41SPP    0.015828  0.001134 13.956000  1.526000  0.000000  0.146 0.001 ***
V30BTR    0.015775  0.001205 13.087000  0.000000  1.520300  0.170 0.002 ** 
V11CR     0.015410  0.001314 11.727000  1.484400  0.000000  0.194 0.010 ** 
V40BRTH   0.014624  0.009247  1.582000  1.423800  0.000000  0.216 0.009 ** 
V31AMAG   0.014468  0.001047 13.821000  0.000000  1.393900  0.238 0.001 ***
V25WAG    0.014149  0.000727 19.475000  0.000000  1.365200  0.259 0.003 ** 
V22SCR    0.014138  0.001253 11.280000  1.364500  0.000000  0.280 0.001 ***
V21ESP    0.013956  0.002919  4.781000  1.346100  0.000000  0.301 0.009 ** 
V7WEHE    0.013692  0.003128  4.377000  1.318200  0.000000  0.322 0.003 ** 
V2EYR     0.013677  0.002086  6.556000  1.316800  0.000000  0.343 0.001 ***
V60LFB    0.013662  0.003176  4.302000  0.000000  1.312300  0.363 0.001 ***
V36YFHE   0.013654  0.002185  6.250000  1.319700  0.000000  0.384 0.037 *  
V8WNHE    0.013515  0.005982  2.259000  1.582200  0.289600  0.404 0.012 *  
V47RFC    0.012953  0.001004 12.896000  0.000000  1.251400  0.424 0.002 ** 
V45MGLK   0.012595  0.000795 15.834000  0.000000  1.216900  0.443 0.002 ** 
V13RWB    0.012138  0.001836  6.609000  1.170600  0.000000  0.461 0.063 .  
V70RSL    0.011186  0.007252  1.543000  0.000000  1.085200  0.478 0.006 ** 
V15STTH   0.011042  0.008000  1.380000  1.788200  0.745400  0.495 0.167    
V33RWH    0.011004  0.005906  1.863000  1.597500  0.532700  0.511 0.037 *  
V56FTC    0.010724  0.004330  2.477000  1.244700  0.220000  0.528 0.018 *  
V34WSW    0.010020  0.006434  1.557000  0.000000  0.961700  0.543 0.166    
V98FLAME  0.009901  0.006236  1.588000  0.000000  0.964700  0.558 0.008 ** 
V46BHHE   0.009696  0.006173  1.571000  0.931700  0.000000  0.573 0.242    
V73JW     0.009590  0.005943  1.614000  0.000000  0.934100  0.587 0.001 ***
V18YTH    0.009296  0.008040  1.156000  1.199300  0.845000  0.601 0.361    
V52TRM    0.009021  0.005747  1.570000  0.000000  0.871300  0.615 0.023 *  
V6WTTR    0.008899  0.007759  1.147000  1.579900  0.736100  0.628 0.292    
V93DB     0.008581  0.005139  1.670000  0.000000  0.829800  0.641 0.003 ** 
V42SIL    0.008525  0.004802  1.776000  0.761200  0.442300  0.654 0.486    
V81SHBC   0.008439  0.005218  1.617000  0.807100  0.000000  0.667 0.065 .  
V10WBSW   0.008169  0.008666  0.943000  0.773600  0.000000  0.679 0.631    
V91NMIN   0.008103  0.008379  0.967000  0.000000  0.767400  0.691 0.076 .  
V19ER     0.007916  0.006665  1.188000  0.654600  1.397300  0.703 0.441    
V53MB     0.007757  0.005181  1.497000  0.851600  0.210200  0.715 0.046 *  
V28VS     0.007735  0.007384  1.048000  1.088900  0.686000  0.727 0.636    
V94RBEE   0.007585  0.004574  1.658000  0.000000  0.732200  0.738 0.002 ** 
V20PCU    0.007072  0.006526  1.084000  0.673000  0.602800  0.749 0.326    
V29CST    0.006866  0.005049  1.360000  0.659900  0.776000  0.759 0.462    
V59YR     0.006784  0.007017  0.967000  0.000000  0.651800  0.769 0.010 ** 
V35STP    0.006652  0.006625  1.004000  1.011200  1.638300  0.779 0.785    
V88WG     0.006382  0.006647  0.960000  0.000000  0.612900  0.789 0.010 ** 
V90WTG    0.006382  0.006647  0.960000  0.000000  0.612900  0.799 0.053 .  
V99WWT    0.006373  0.006612  0.964000  0.000000  0.615300  0.808 0.013 *  
V58OBO    0.006330  0.006124  1.034000  0.261700  0.611700  0.818 0.199    
V26WWCH   0.005950  0.006536  0.910000  1.210300  1.578000  0.827 0.872    
V43GCU    0.005949  0.006303  0.944000  0.583000  0.000000  0.836 0.716    
V9SFW     0.005874  0.004177  1.406000  1.081900  1.145500  0.845 0.508    
V5GWH     0.005644  0.004760  1.186000  1.309900  0.765000  0.853 0.521    
V72CRP    0.005509  0.005702  0.966000  0.000000  0.545600  0.862 0.017 *  
V24BFCS   0.005494  0.005150  1.067000  0.794400  1.328700  0.870 0.489    
V92NFB    0.005455  0.005659  0.964000  0.000000  0.513100  0.878 0.079 .  
V71PDOV   0.005431  0.005852  0.928000  0.000000  0.530500  0.886 0.023 *  
V3GF      0.005121  0.001989  2.575000  1.569600  1.077300  0.894 0.543    
V64BELL   0.004995  0.008940  0.559000  0.492000  0.000000  0.902 0.353    
V23RBFT   0.004889  0.004924  0.993000  0.243500  0.456500  0.909 0.985    
V12LK     0.004650  0.005759  0.808000  1.350100  0.910300  0.916 0.290    
V14AUR    0.004157  0.005215  0.797000  0.987000  1.237700  0.922 0.856    
V50CHE    0.004108  0.007354  0.559000  0.384600  0.000000  0.928 0.790    
V84YRTH   0.004088  0.007314  0.559000  0.000000  0.389600  0.935 0.150    
V69SKF    0.003666  0.005226  0.701000  0.890600  1.156400  0.940 0.812    
V101LCOR  0.003664  0.006556  0.559000  0.000000  0.370000  0.946 0.155    
V96DF     0.003588  0.006422  0.559000  0.349000  0.000000  0.951 0.229    
V61SPW    0.003353  0.006002  0.559000  0.326200  0.000000  0.956 0.239    
V80RF     0.003252  0.005822  0.559000  0.304500  0.000000  0.961 0.892    
V87LFC    0.003113  0.005569  0.559000  0.000000  0.314400  0.966 0.622    
V74BCHE   0.002825  0.005054  0.559000  0.000000  0.261700  0.970 0.144    
V27NHHE   0.002735  0.004896  0.559000  0.256000  0.000000  0.974 0.975    
V83SFC    0.002720  0.004869  0.559000  0.261700  0.000000  0.978 0.934    
V16LR     0.002626  0.002077  1.264000  1.479800  1.252000  0.982 0.995    
V1GST     0.002484  0.002388  1.040000  1.577800  1.343300  0.986 0.304    
V63DWS    0.002472  0.004425  0.559000  0.243500  0.000000  0.990 0.829    
V62RBTR   0.002287  0.004094  0.559000  0.220000  0.000000  0.993 0.596    
V66CBW    0.002287  0.004094  0.559000  0.220000  0.000000  0.997 0.614    
V95HBC    0.002146  0.003840  0.559000  0.000000  0.198800  1.000 0.302    
V37WHIP   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V39FHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V44MUSK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V48YTBC   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V49LYRE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V51OWH    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V54STHR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V55LHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V57PINK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V65LWB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V67GGC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V68PIL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V75RCR    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V76GBB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V77RRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V78LLOR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V79YTHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V82AZKF   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V85ROSE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V86BCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V89PCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V97PCL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V100WBWS  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V102KING  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Contrast: Box-Ironbark_River Red Gu 

           average        sd     ratio       ava       avb cumsum     p    
V32SCC    0.023209  0.002485  9.340000  0.000000  2.225000  0.036 0.003 ** 
V17WPHE   0.021185  0.001961 10.802000  0.000000  2.034900  0.068 0.005 ** 
V46BHHE   0.018779  0.002092  8.977000  1.798900  0.000000  0.097 0.001 ***
V13RWB    0.018603  0.002860  6.505000  1.792200  0.000000  0.126 0.001 ***
V38GAL    0.016539  0.002119  7.804000  0.000000  1.582800  0.151 0.002 ** 
V4BTH     0.015839  0.002532  6.255000  1.520900  0.000000  0.175 0.014 *  
V39FHE    0.015712  0.002885  5.447000  1.532700  0.000000  0.200 0.001 ***
V41SPP    0.014960  0.001224 12.222000  1.440100  0.000000  0.222 0.001 ***
V31AMAG   0.014541  0.001484  9.795000  0.000000  1.393900  0.245 0.004 ** 
V36YFHE   0.014477  0.004922  2.941000  1.383500  0.000000  0.267 0.013 *  
V25WAG    0.014220  0.001253 11.353000  0.000000  1.365200  0.289 0.001 ***
V22SCR    0.014102  0.002784  5.066000  1.350800  0.000000  0.311 0.002 ** 
V40BRTH   0.013917  0.008320  1.673000  1.379300  0.000000  0.332 0.012 *  
V8WNHE    0.013741  0.005715  2.405000  1.595400  0.289600  0.353 0.012 *  
V60LFB    0.013731  0.003352  4.097000  0.000000  1.312300  0.374 0.002 ** 
V7WEHE    0.013625  0.003185  4.278000  1.296700  0.000000  0.395 0.006 ** 
V47RFC    0.013017  0.001371  9.494000  0.000000  1.251400  0.415 0.001 ***
V45MGLK   0.012658  0.001205 10.507000  0.000000  1.216900  0.435 0.001 ***
V30BTR    0.012531  0.007039  1.780000  0.382900  1.520300  0.454 0.012 *  
V69SKF    0.012038  0.001175 10.245000  0.000000  1.156400  0.472 0.007 ** 
V44MUSK   0.011946  0.007696  1.552000  1.180800  0.000000  0.491 0.010 ** 
V18YTH    0.011253  0.009055  1.243000  1.909900  0.845000  0.508 0.103    
V42SIL    0.011190  0.003985  2.808000  1.255000  0.442300  0.525 0.060 .  
V35STP    0.010880  0.007777  1.399000  0.656700  1.638300  0.542 0.052 .  
V75RCR    0.010550  0.002971  3.552000  1.000900  0.000000  0.558 0.001 ***
V33RWH    0.010203  0.005935  1.719000  1.512200  0.532700  0.574 0.031 *  
V34WSW    0.010070  0.006524  1.544000  0.000000  0.961700  0.589 0.158    
V11CR     0.009963  0.006247  1.595000  0.992900  0.000000  0.605 0.368    
V98FLAME  0.009949  0.006321  1.574000  0.000000  0.964700  0.620 0.005 ** 
V73JW     0.009637  0.006026  1.599000  0.000000  0.934100  0.635 0.001 ***
V15STTH   0.009594  0.007905  1.214000  1.627000  0.745400  0.649 0.357    
V52TRM    0.009066  0.005827  1.556000  0.000000  0.871300  0.663 0.026 *  
V2EYR     0.009033  0.005592  1.615000  0.874900  0.000000  0.677 0.103    
V93DB     0.008624  0.005214  1.654000  0.000000  0.829800  0.690 0.001 ***
V70RSL    0.008584  0.006538  1.313000  0.557400  1.085200  0.704 0.064 .  
V6WTTR    0.008576  0.007595  1.129000  1.525100  0.736100  0.717 0.308    
V43GCU    0.008275  0.004993  1.657000  0.818400  0.000000  0.730 0.118    
V91NMIN   0.008145  0.008464  0.962000  0.000000  0.767400  0.742 0.063 .  
V16LR     0.007429  0.006376  1.165000  0.576500  1.252000  0.753 0.641    
V28VS     0.007148  0.006803  1.051000  0.971800  0.686000  0.764 0.785    
V29CST    0.006978  0.005342  1.306000  0.256000  0.776000  0.775 0.372    
V59YR     0.006818  0.007086  0.962000  0.000000  0.651800  0.786 0.011 *  
V58OBO    0.006742  0.004954  1.361000  1.059200  0.611700  0.796 0.138    
V90WTG    0.006683  0.006034  1.107000  0.542000  0.612900  0.806 0.038 *  
V94RBEE   0.006671  0.005063  1.318000  0.256000  0.732200  0.817 0.007 ** 
V88WG     0.006408  0.005997  1.069000  0.210200  0.612900  0.826 0.012 *  
V99WWT    0.006405  0.006678  0.959000  0.000000  0.615300  0.836 0.010 ** 
V66CBW    0.006280  0.006500  0.966000  0.566600  0.000000  0.846 0.021 *  
V19ER     0.006192  0.005991  1.034000  0.846400  1.397300  0.855 0.834    
V20PCU    0.006104  0.006440  0.948000  0.000000  0.602800  0.865 0.720    
V61SPW    0.005762  0.006007  0.959000  0.593000  0.000000  0.874 0.041 *  
V23RBFT   0.005699  0.005229  1.090000  0.320500  0.456500  0.882 0.959    
V72CRP    0.005535  0.005754  0.962000  0.000000  0.545600  0.891 0.015 *  
V92NFB    0.005483  0.005717  0.959000  0.000000  0.513100  0.899 0.068 .  
V71PDOV   0.005457  0.005906  0.924000  0.000000  0.530500  0.908 0.025 *  
V5GWH     0.004967  0.004736  1.049000  1.171900  0.765000  0.915 0.667    
V9SFW     0.004265  0.002744  1.554000  1.472800  1.145500  0.922 0.697    
V84YRTH   0.004108  0.007375  0.557000  0.000000  0.389600  0.928 0.142    
V56FTC    0.003830  0.004875  0.786000  0.281200  0.220000  0.934 0.956    
V12LK     0.003782  0.004861  0.778000  1.122800  0.910300  0.940 0.381    
V79YTHE   0.003700  0.006623  0.559000  0.396100  0.000000  0.946 0.176    
V101LCOR  0.003681  0.006605  0.557000  0.000000  0.370000  0.951 0.143    
V24BFCS   0.003288  0.002264  1.452000  1.014400  1.328700  0.956 0.907    
V95HBC    0.003249  0.004283  0.759000  0.210200  0.198800  0.961 0.055 .  
V3GF      0.003169  0.001979  1.601000  1.330200  1.077300  0.966 0.835    
V87LFC    0.003127  0.005611  0.557000  0.000000  0.314400  0.971 0.613    
V74BCHE   0.002840  0.005099  0.557000  0.000000  0.261700  0.975 0.131    
V81SHBC   0.002627  0.004702  0.559000  0.281200  0.000000  0.979 0.990    
V96DF     0.002392  0.004281  0.559000  0.256000  0.000000  0.983 0.522    
V76GBB    0.002269  0.004061  0.559000  0.210200  0.000000  0.986 0.606    
V53MB     0.002217  0.003979  0.557000  0.000000  0.210200  0.990 0.873    
V63DWS    0.002056  0.003679  0.559000  0.220000  0.000000  0.993 0.896    
V1GST     0.001950  0.001137  1.714000  1.425700  1.343300  0.996 0.631    
V26WWCH   0.001348  0.001039  1.297000  1.655500  1.578000  0.998 0.987    
V14AUR    0.001268  0.000601  2.111000  1.211600  1.237700  1.000 0.992    
V10WBSW   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V21ESP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V27NHHE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V37WHIP   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V48YTBC   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V49LYRE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V50CHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V51OWH    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V54STHR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V55LHE    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V57PINK   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V62RBTR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V64BELL   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V65LWB    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V67GGC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V68PIL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V77RRP    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V78LLOR   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V80RF     0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V82AZKF   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V83SFC    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V85ROSE   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V86BCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V89PCOO   0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V97PCL    0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V100WBWS  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
V102KING  0.000000  0.000000       NaN  0.000000  0.000000  1.000    NA    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Permutation: free
Number of permutations: 999

The SIMPER analysis shows which species contribute most to the dissimilarity between habitat groups. This helps identify indicator species or species that drive community differences.